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Spencer AL, Hosseinpour H, Nelson A, Hejazi O, Anand T, Khurshid MH, Ghaedi A, Bhogadi SK, Magnotti LJ, Joseph B. Predicting the time of mortality among older adult trauma patients: Is frailty the answer? Am J Surg 2024; 237:115768. [PMID: 38811241 DOI: 10.1016/j.amjsurg.2024.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 05/06/2024] [Accepted: 05/17/2024] [Indexed: 05/31/2024]
Abstract
INTRODUCTION This study aims to evaluate the temporal trends of mortality among frail versus non-frail older adult trauma patients during index hospitalization. METHODS We performed a 3-year (2017-2019) analysis of ACS-TQIP. We included all older adult (age ≥65 years) trauma patients. Patients were stratified into two groups (Frail vs. Non-Frail). Outcomes were acute (<24 h), early (24-72 h), intermediate (72 hours-1 week), and late (>1 week) mortality. RESULTS A total of 1,022,925 older adult trauma patients were identified, of which 19.7 % were frail. The mean(SD) age was 77(8) years and 57.4 % were female. Median[IQR] ISS was 9[4-10] and both groups had comparable injury severity (p = 0.362). On multivariable analysis, frailty was not associated with acute (aOR 1.034; p = 0.518) and early (aOR 1.190; p = 0.392) mortality, while frail patients had independently higher odds of intermediate (aOR 1.269; p = 0.042) and late (aOR 1.835; p < 0.001) mortality. On sub-analysis, our results remained consistent in mild, moderate, and severely injured patients. CONCLUSION Frailty is an independent predictor of mortality in older adult trauma patients who survive the initial 3 days of admission, regardless of injury severity.
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Affiliation(s)
- Audrey L Spencer
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Hamidreza Hosseinpour
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Adam Nelson
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Omar Hejazi
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Tanya Anand
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Muhammad Haris Khurshid
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Arshin Ghaedi
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Sai Krishna Bhogadi
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Louis J Magnotti
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
| | - Bellal Joseph
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, USA.
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Hosseinpour H, Anand T, Bhogadi SK, Nelson A, Hejazi O, Castanon L, Ghaedi A, Khurshid MH, Magnotti LJ, Joseph B. The implications of poor nutritional status on outcomes of geriatric trauma patients. Surgery 2024; 176:1281-1288. [PMID: 39060117 DOI: 10.1016/j.surg.2024.06.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 05/26/2024] [Accepted: 06/13/2024] [Indexed: 07/28/2024]
Abstract
BACKGROUND Malnutrition is shown to be associated with worse outcomes among surgical patients, yet its postdischarge outcomes in trauma patients are not clear. This study aimed to evaluate both index admission and postdischarge outcomes of geriatric trauma patients who are at risk of poor nutritional status. METHODS This is a secondary analysis of the prospective observational American Association of Surgery for Trauma Frailty Multi-institutional Trial. Geriatric (≥65 years) patients presenting to 1 of the 17 Level I/II/III trauma centers (2019-2021) were included and stratified using the simplified Geriatric Nutritional Risk Index (albumin [g/dL] + body mass index [kg/m2]/10) into severe (simplified Geriatric Nutritional Risk Index <5), moderate (5.5> simplified Geriatric Nutritional Risk Index ≥5), mild level of nutritional risk (6> simplified Geriatric Nutritional Risk Index ≥5.5), and good nutritional status (simplified Geriatric Nutritional Risk Index ≥6) and compared. RESULTS Of the 1,321 patients enrolled, 22% were at risk of poor nutritional status (mild: 13%, moderate: 7%, severe: 3%). The mean age was 77 ± 8 years, and the median [interquartile range] Injury Severity Score was 9 [5-13]. Patients at risk of poor nutritional status had greater rates of sepsis, pneumonia, discharge to the skilled nursing facility and rehabilitation center, index-admission mortality, and 3-month mortality (P < .05). On multivariable analyses, being at risk of severe level of nutritional risk was independently associated with sepsis (adjusted odds ratio 6.21, 95% confidence interval 1.68-22.90, P = .006), pneumonia (adjusted odds ratio 4.40, 95% confidence interval 1.21-16.1, P = .025), index-admission mortality (adjusted odds ratio 3.16, 95% confidence interval 1.03-9.68, P = .044), and 3-month mortality (adjusted odds ratio 8.89, 95% confidence interval 2.01-39.43, P = .004) compared with good nutrition state. CONCLUSION Nearly one quarter of geriatric trauma patients were at risk of poor nutritional status, which was identified as an independent predictor of worse index admission and 3-month postdischarge outcomes. These findings underscore the need for nutritional screening at admission.
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Affiliation(s)
- Hamidreza Hosseinpour
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Tanya Anand
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Sai Krishna Bhogadi
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Adam Nelson
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Omar Hejazi
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Lourdes Castanon
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Arshin Ghaedi
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Muhammad Haris Khurshid
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Louis J Magnotti
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Bellal Joseph
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ.
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Olson J, Mo KC, Schmerler J, Durand WM, Kebaish KM, Skolasky RL, Neuman BJ. Impact of Controlled Versus Uncontrolled mFI-5 Frailty on Perioperative Complications After Adult Spinal Deformity Surgery. Clin Spine Surg 2024; 37:340-345. [PMID: 38531820 DOI: 10.1097/bsd.0000000000001595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 01/22/2024] [Indexed: 03/28/2024]
Abstract
STUDY DESIGN Retrospective review. OBJECTIVES We substratified the mFI-5 frailty index to reflect controlled and uncontrolled conditions and assess their relationship to perioperative complications. SUMMARY OF BACKGROUND DATA Risk assessment before adult spinal deformity (ASD) surgery is critical because the surgery is highly invasive with a high complication rate. Although frailty is associated with risk of surgical complications, current frailty measures do not differentiate between controlled and uncontrolled conditions. METHODS Frailty was calculated using the mFI-5 index for 170 ASD patients with fusion of ≥5 levels. Uncontrolled frailty was defined as blood pressure >140/90 mm Hg, HbA1C >7% or postprandial glucose >180 mg/dL, or recent chronic obstructive pulmonary disease (COPD) exacerbation, while on medication. Patients were divided into nonfrailty, controlled frailty, and uncontrolled frailty cohorts. The primary outcome measure was perioperative major and wound complications. Bivariate analysis was performed. Multivariable analysis assessed the relationship between frailty and perioperative complications. RESULTS The cohorts included 97 nonfrail, 54 controlled frail, and 19 uncontrolled frail patients. Compared with nonfrail patients, patients with uncontrolled frailty were more likely to have age older than 60 years (84% vs. 24%), hyperlipidemia (42% vs. 20%), and Oswestry Disability Index (ODI) score >42 (84% vs. 52%) ( P <0.05 for all). Controlled frailty was associated with those older than 60 years (41% vs. 24%) and hyperlipidemia (52% vs. 20%) ( P <0.05 for all). On multivariable regression analysis controlling for hyperlipidemia, functional independence, motor weakness, ODI>42, and age older than 60 years, patients with uncontrolled frailty had greater odds of major complications (OR 4.24, P =0.03) and wound complications (OR 9.47, P =0.046) compared with nonfrail patients. Controlled frailty was not associated with increased risk of perioperative complications ( P >0.05 for all). CONCLUSIONS Although patients with uncontrolled frailty had higher risk of perioperative complications compared with nonfrail patients, patients with controlled frailty did not, suggesting the importance of controlling modifiable risk factors before surgery. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Jarod Olson
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
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Forssten MP, Mohammad Ismail A, Ioannidis I, Ribeiro MAF, Cao Y, Sarani B, Mohseni S. Prioritizing patients for hip fracture surgery: the role of frailty and cardiac risk. Front Surg 2024; 11:1367457. [PMID: 38525320 PMCID: PMC10957751 DOI: 10.3389/fsurg.2024.1367457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 02/19/2024] [Indexed: 03/26/2024] Open
Abstract
Introduction The number of patients with hip fractures continues to rise as the average age of the population increases. Optimizing outcomes in this cohort is predicated on timely operative repair. The aim of this study was to determine if patients with hip fractures who are frail or have a higher cardiac risk suffer from an increased risk of in-hospital mortality when surgery is postponed >24 h. Methods All patients registered in the 2013-2021 TQIP dataset who were ≥65 years old and underwent surgical fixation of an isolated hip fracture caused by a ground-level fall were included. Adjustment for confounding was performed using inverse probability weighting (IPW) while stratifying for frailty with the Orthopedic Frailty Score (OFS) and cardiac risk using the Revised Cardiac Risk Index (RCRI). The outcome was presented as the absolute risk difference in in-hospital mortality. Results A total of 254,400 patients were included. After IPW, all confounders were balanced. A delay in surgery was associated with an increased risk of in-hospital mortality across all strata, and, as the degree of frailty and cardiac risk increased, so too did the risk of mortality. In patients with OFS ≥4, delaying surgery >24 h was associated with a 2.33 percentage point increase in the absolute mortality rate (95% CI: 0.57-4.09, p = 0.010), resulting in a number needed to harm (NNH) of 43. Furthermore, the absolute risk of mortality increased by 4.65 percentage points in patients with RCRI ≥4 who had their surgery delayed >24 h (95% CI: 0.90-8.40, p = 0.015), resulting in a NNH of 22. For patients with OFS 0 and RCRI 0, the corresponding NNHs when delaying surgery >24 h were 345 and 333, respectively. Conclusion Delaying surgery beyond 24 h from admission increases the risk of mortality for all geriatric hip fracture patients. The magnitude of the negative impact increases with the patient's level of cardiac risk and frailty. Operative intervention should not be delayed based on frailty or cardiac risk.
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Affiliation(s)
- Maximilian Peter Forssten
- Department of Orthopedic Surgery, Faculty of Medicine and Health, Orebro University, Orebro, Sweden
- School of Medical Sciences, Orebro University, Orebro, Sweden
| | - Ahmad Mohammad Ismail
- Department of Orthopedic Surgery, Faculty of Medicine and Health, Orebro University, Orebro, Sweden
- School of Medical Sciences, Orebro University, Orebro, Sweden
| | - Ioannis Ioannidis
- Department of Orthopedic Surgery, Faculty of Medicine and Health, Orebro University, Orebro, Sweden
- School of Medical Sciences, Orebro University, Orebro, Sweden
| | - Marcelo A. F. Ribeiro
- Pontifical Catholic University of São Paulo, São Paulo, Brazil
- Khalifa University and Gulf Medical University, Abu Dhabi, United Arab Emirates
- Department of Surgery, Sheikh Shakhbout Medical City, Abu Dhabi, United Arab Emirates
| | - Yang Cao
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Orebro University, Orebro, Sweden
| | - Babak Sarani
- Division of Trauma and Acute Care Surgery, George Washington University School of Medicine & Health Sciences, Washington, DC, United States
| | - Shahin Mohseni
- School of Medical Sciences, Orebro University, Orebro, Sweden
- Department of Surgery, Sheikh Shakhbout Medical City, Abu Dhabi, United Arab Emirates
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Mohseni S, Forssten MP, Mohammad Ismail A, Cao Y, Hildebrand F, Sarani B, Ribeiro MAF. Investigating the link between frailty and outcomes in geriatric patients with isolated rib fractures. Trauma Surg Acute Care Open 2024; 9:e001206. [PMID: 38347893 PMCID: PMC10860062 DOI: 10.1136/tsaco-2023-001206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024] Open
Abstract
Background Studies have shown an increased risk of morbidity in elderly patients suffering rib fractures from blunt trauma. The association between frailty and rib fractures on adverse outcomes is still ill-defined. In the current investigation, we sought to delineate the association between frailty, measured using the Orthopedic Frailty Score (OFS), and outcomes in geriatric patients with isolated rib fractures. Methods All geriatric (aged 65 years or older) patients registered in the 2013-2019 Trauma Quality Improvement database with a conservatively managed isolated rib fracture were considered for inclusion. An isolated rib fracture was defined as the presence of ≥1 rib fracture, a thorax Abbreviated Injury Scale (AIS) between 1 and 5, an AIS ≤1 in all other regions, as well as the absence of pneumothorax, hemothorax, or pulmonary contusion. Based on patients' OFS, patients were classified as non-frail (OFS 0), pre-frail (OFS 1), or frail (OFS ≥2). The prevalence ratio (PR) of composite complications, in-hospital mortality, failure-to-rescue (FTR), and intensive care unit (ICU) admission between the OFS groups was determined using Poisson regression models to adjust for potential confounding. Results A total of 65 375 patients met the study's inclusion criteria of whom 60% were non-frail, 29% were pre-frail, and 11% were frail. There was a stepwise increased risk of complications, in-hospital mortality, and FTR from non-frail to pre-frail and frail. Compared with non-frail patients, frail patients exhibited a 87% increased risk of in-hospital mortality [adjusted PR (95% CI): 1.87 (1.52-2.31), p<0.001], a 44% increased risk of complications [adjusted PR (95% CI): 1.44 (1.23-1.67), p<0.001], a doubling in the risk of FTR [adjusted PR (95% CI): 2.08 (1.45-2.98), p<0.001], and a 17% increased risk of ICU admission [adjusted PR (95% CI): 1.17 (1.11-1.23), p<0.001]. Conclusion There is a strong association between frailty, measured using the OFS, and adverse outcomes in geriatric patients managed conservatively for rib fractures.
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Affiliation(s)
- Shahin Mohseni
- Orebro universitet Fakulteten for medicin och halsa, Orebro, Sweden
- Department of Surgery, Sheikh Shakhbout Medical City—Mayo Clinic, Abu Dhabi, UAE
| | - Maximilian Peter Forssten
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, Sweden
- School of Medical Sciences, Orebro University, Orebro, Sweden
| | - Ahmad Mohammad Ismail
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, Sweden
- School of Medical Sciences, Orebro University, Orebro, Sweden
| | - Yang Cao
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Orebro University, Orebro, Sweden
| | - Frank Hildebrand
- Department of Orthopedics, Trauma and Reconstructive Surgery, University Hospital RWTH Aachen, Aachen, Germany
| | - Babak Sarani
- George Washington University, Washington, District of Columbia, USA
| | - Marcelo AF Ribeiro
- Department of Surgery, Sheikh Shakhbout Medical City—Mayo Clinic, Abu Dhabi, UAE
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Tsur N, Yosefof E, Dudkiewicz D, Edri N, Stern S, Shpitzer T, Mizrachi A, Najjar E. Foregoing elective neck dissection for elderly patients with oral cavity squamous cell carcinoma. ANZ J Surg 2024; 94:128-139. [PMID: 37811844 DOI: 10.1111/ans.18711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 08/29/2023] [Accepted: 09/16/2023] [Indexed: 10/10/2023]
Abstract
OBJECTIVE Elective neck dissection (END) improves outcomes among clinically node-negative patients with oral cavity squamous cell carcinoma (OCSCC). However, END is of questionable value, considering the potentially higher comorbidities and operative risks in elderly patients. METHODS A retrospective review of all patients older than 65 years of age who were treated for OCSCC at a tertiary care centre between 2005 and 2020 was conducted. RESULTS Fifty-three patients underwent primary tumour resection alone, and 71 had simultaneous END. Most primary tumours were located on the mobile tongue. The patients who did not undergo END had a higher mean age (81.2 vs. 75.1 years, P < 0.00001), significantly shorter surgeries, and shorter hospitalizations. Occult cervical metastases were found in 24% of the patients who underwent END. The two groups showed no significant differences in overall survival or recurrence rates. Similar results were shown in a subpopulation analysis of patients older than 75 years. CONCLUSION Foregoing END in elderly patients with no clinical evidence of neck metastases did not result in lower survival rates or higher recurrence rates.
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Affiliation(s)
- Nir Tsur
- Department of Otorhinolaryngology-Head and Neck Surgery, Rabin Medical Center, Petah-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Eyal Yosefof
- Department of Otorhinolaryngology-Head and Neck Surgery, Rabin Medical Center, Petah-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dean Dudkiewicz
- Department of Otorhinolaryngology-Head and Neck Surgery, Rabin Medical Center, Petah-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Nofar Edri
- Department of Otorhinolaryngology-Head and Neck Surgery, Rabin Medical Center, Petah-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Sagit Stern
- Hadassah University Hospital, Otolaryngology / Head & Neck Surgery, Jerusalem, Israel
| | - Thomas Shpitzer
- Department of Otorhinolaryngology-Head and Neck Surgery, Rabin Medical Center, Petah-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Aviram Mizrachi
- Department of Otorhinolaryngology-Head and Neck Surgery, Rabin Medical Center, Petah-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Esmat Najjar
- Department of Otorhinolaryngology-Head and Neck Surgery, Rabin Medical Center, Petah-Tikva, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Litmanovich B, Alizai Q, Stewart C, Hosseinpour H, Nelson A, Bhogadi SK, Colosimo C, Spencer AL, Ditillo M, Joseph B. Outcomes of Geriatric Burn Patients Presenting to the Trauma Service: How Does Frailty Factor in? J Surg Res 2024; 293:327-334. [PMID: 37806218 DOI: 10.1016/j.jss.2023.08.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 08/02/2023] [Accepted: 08/31/2023] [Indexed: 10/10/2023]
Abstract
INTRODUCTION Frailty has been known to negatively affect the outcomes of geriatric trauma patients. However, there is a lack of data on the effect of frailty on the outcomes of geriatric trauma patients with concomitant burn injuries. The aim of our study was to compare the outcomes of frail versus nonfrail geriatric trauma patients with concomitant burn injuries. METHODS We performed a retrospective analysis of American College of Surgeons Trauma Quality Improvement Program (2018). We included geriatric (≥65 y) trauma patients who sustained a concomitant burn injury with ≥10% Total Body Surface Area affected. Patients with body region-specific AIS ≥4 were excluded. Patients were stratified into Frail and Nonfrail, using 5-factor modified Frailty Index. Primary outcomes measured were mortality. Secondary outcomes measured were complications, and hospital and intensive care unit (ICU) length of stay (LOS). Multivariable logistic regression was performed to identify independent predictors of mortality. RESULTS A total of 574 patients were identified, of which 172(30%) were Frail. Mean age was 74 ± 7 y and median [interquartile range] ISS was 3[1-10]. Overall, the rate of mortality was 23% and median hospital LOS was 14[3-31]. After controlling for potential confounding factors, frailty was not identified as an independent predictor of mortality (adjusted odds ratio:1.059, P = 0.93) and complications (adjusted odds ratio:1.10, P = 0.73). However, frail patients had longer hospital (β: 5.01, P = 0.002) and ICU LOS (β: 2.12, P < 0.001). CONCLUSIONS Among geriatric trauma patients with concomitant burn injuries, frailty is associated with longer hospital and ICU LOS, and higher rates of thrombotic complications, but not higher mortality or overall complications. Future research should investigate the impact of early assessment of frailty as well as tailored interventions on outcomes in this population.
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Affiliation(s)
- Ben Litmanovich
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Qaidar Alizai
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Collin Stewart
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Hamidreza Hosseinpour
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Adam Nelson
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Sai Krishna Bhogadi
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Christina Colosimo
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Audrey L Spencer
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Michael Ditillo
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
| | - Bellal Joseph
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona.
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Anand T, Crawford AE, Sjoquist M, Hashmi ZG, Richter RP, Joseph B, Richter JR. Decreased Glycocalyx Shedding on Presentation in Hemorrhaging Geriatric Trauma Patients. J Surg Res 2024; 293:709-716. [PMID: 37844411 PMCID: PMC11075129 DOI: 10.1016/j.jss.2023.09.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 08/21/2023] [Accepted: 09/04/2023] [Indexed: 10/18/2023]
Abstract
INTRODUCTION Plasma levels of syndecan-1 (Sdc-1), a biomarker of endothelial glycocalyx (EG) damage, correlate with worse outcomes in trauma patients. However, EG injury is not well characterized in injured older adults (OA). The aims of this study were to characterize Sdc-1 shedding in OA trauma patients relative to younger adults (YA) and determine associations with putative regulators of EG sheddases. METHODS We performed a secondary analysis of data from the Pragmatic, Randomized Optimal Platelet, and Plasma Ratios (PROPPR) trial, stratifying bluntly injured subjects into OA and YA groups based on upper age quartile (57 y). Plasma Sdc-1 levels were compared in OA and YA at hospital arrival through postinjury day 3, and the independent association between age and Sdc-1 level at arrival was determined after adjusting for differences in gender, shock index (SI), and pre-existing comorbidities. In a follow-up analysis, case-control matching was used to create populations of OA and YA with equivalent SI and injury severity score. Levels of Sdc-1 were compared between these matched groups, and the relationships with candidate regulators of EG shedding were assessed. RESULTS Of 680 subjects in the Pragmatic, Randomized Optimal Platelet, and Plasma Ratios trial, 350 (51%) had blunt injuries, and 92 (26.3%) of these were OA. Plasma Sdc-1 levels at arrival, 2 h, and 6 h were significantly lower in OA compared to YA (all P < 0.05). After adjusting for sex, pre-existing morbidities and SI, age was associated with decreased Sdc-1 levels at arrival. In the matched analyses, Sdc-1, high-mobility group box 1 and tissue inhibitor of metalloproteinase-2 levels were lower in OA compared to YA. Both high-mobility group box-1 and tissue inhibitor of metalloproteinase-2 significantly correlated with arrival Sdc-1 and were inversely associated with age. CONCLUSIONS This study indicates that increased age is independently associated with decreased Sdc-1 levels among patients with blunt injuries. Suppressed plasma levels of sheddases in relation to diminished Sdc-1 shedding suggest that mechanisms regulating EG cleavage may be impaired in injured older adults. These findings provide novel insight into the age-dependent impact of injury on the vascular endothelium, which could have important implications for the clinical management of older adults following trauma.
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Affiliation(s)
- Tanya Anand
- Division of Trauma, Critical Care, Burn & Emergency Surgery, Department of Surgery, University of Arizona, Tucson, Arizona. https://twitter.com/tanyaanand8
| | - Anna E Crawford
- University of Alabama at Birmingham Heersink College of Medicine, Birmingham, Alabama
| | | | - Zain G Hashmi
- Division of Trauma & Acute Care Surgery, Department of Surgery, University of Alabama at Birmingham, Birmingham, Alabama; Center for Injury Science, University of Alabama at Birmingham, Birmingham, Alabama
| | - Robert P Richter
- Center for Injury Science, University of Alabama at Birmingham, Birmingham, Alabama; Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama
| | - Bellal Joseph
- Division of Trauma, Critical Care, Burn & Emergency Surgery, Department of Surgery, University of Arizona, Tucson, Arizona
| | - Jillian R Richter
- Division of Trauma & Acute Care Surgery, Department of Surgery, University of Alabama at Birmingham, Birmingham, Alabama; Center for Injury Science, University of Alabama at Birmingham, Birmingham, Alabama.
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Forssten MP, Sarani B, Mohammad Ismail A, Cao Y, Ribeiro MAF, Hildebrand F, Mohseni S. Adverse outcomes following pelvic fracture: the critical role of frailty. Eur J Trauma Emerg Surg 2023; 49:2623-2631. [PMID: 37644193 PMCID: PMC10728265 DOI: 10.1007/s00068-023-02355-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 08/21/2023] [Indexed: 08/31/2023]
Abstract
PURPOSE Pelvic fractures among older adults are associated with an increased risk of adverse outcomes, with frailty likely being a contributing factor. The current study endeavors to describe the association between frailty, measured using the Orthopedic Frailty Score (OFS), and adverse outcomes in geriatric pelvic fracture patients. METHODS All geriatric (65 years or older) patients registered in the 2013-2019 Trauma Quality Improvement Program database with an isolated pelvic fracture following blunt trauma were considered for inclusion. An isolated pelvic fracture was defined as any fracture in the pelvis with a lower extremity AIS ≥ 2, any abdomen AIS, and an AIS ≤ 1 in all other regions. Poisson regression models were employed to determine the association between the OFS and adverse outcomes. RESULTS A total of 66,404 patients were included for further analysis. 52% (N = 34,292) were classified as non-frail (OFS 0), 32% (N = 21,467) were pre-frail (OFS 1), and 16% (N = 10,645) were classified as frail (OFS ≥ 2). Compared to non-frail patients, frail patients exhibited a 88% increased risk of in-hospital mortality [adjusted IRR (95% CI): 1.88 (1.54-2.30), p < 0.001], a 25% increased risk of complications [adjusted IRR (95% CI): 1.25 (1.10-1.42), p < 0.001], a 56% increased risk of failure-to-rescue [adjusted IRR (95% CI): 1.56 (1.14-2.14), p = 0.006], and a 10% increased risk of ICU admission [adjusted IRR (95% CI): 1.10 (1.02-1.18), p = 0.014]. CONCLUSION Frail pelvic fracture patients suffer from a disproportionately increased risk of mortality, complications, failure-to-rescue, and ICU admission. Additional measures are required to mitigate adverse events in this vulnerable patient population.
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Affiliation(s)
- Maximilian Peter Forssten
- School of Medical Sciences, Orebro University, 701 82, Orebro, Sweden
- Department of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden
| | - Babak Sarani
- Center of Trauma and Critical Care, George Washington University, Washington, DC, USA
| | - Ahmad Mohammad Ismail
- School of Medical Sciences, Orebro University, 701 82, Orebro, Sweden
- Department of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden
| | - Yang Cao
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Orebro University, 701 82, Orebro, Sweden
| | - Marcelo A F Ribeiro
- Khalifa University and Gulf Medical University, Abu Dhabi, United Arab Emirates
| | - Frank Hildebrand
- Department of Orthopedics, Trauma and Reconstructive Surgery, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074, Aachen, Germany
| | - Shahin Mohseni
- School of Medical Sciences, Orebro University, 701 82, Orebro, Sweden.
- Division of Trauma, Critical Care and Acute Care Surgery, Department of Surgery, Sheikh Shakhbout Medical City, Mayo Clinic, Abu Dhabi, United Arab Emirates.
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10
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Nelson AC, Bhogadi SK, Hosseinpour H, Stewart C, Anand T, Spencer AL, Colosimo C, Magnotti LJ, Joseph B. There Is No Such Thing as Too Soon: Long-Term Outcomes of Early Cholecystectomy for Frail Geriatric Patients with Acute Biliary Pancreatitis. J Am Coll Surg 2023; 237:712-718. [PMID: 37350474 DOI: 10.1097/xcs.0000000000000790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/24/2023]
Abstract
BACKGROUND Early cholecystectomy (CCY) for acute biliary pancreatitis (ABP) is recommended but there is a paucity of data assessing this approach in frail geriatric patients. This study compares outcomes of frail geriatric ABP patients undergoing index admission CCY vs nonoperative management (NOM) with endoscopic retrograde cholangiopancreatography (ERCP). STUDY DESIGN Retrospective analysis of the Nationwide Readmissions Database (2017). All frail geriatric (65 years or older) patients with ABP were included. Patients were grouped by treatment at index admission: CCY vs NOM with endoscopic retrograde cholangiopancreatography. Propensity score matching was performed in a 1:2 ratio. Primary outcomes were 6-month readmissions, mortality, and length of stay. Secondary outcomes were 6-month failure of NOM defined as readmission for recurrent ABP, unplanned pancreas-related procedures, or unplanned CCY. Subanalysis was performed to compare outcomes of unplanned CCY vs early CCY. RESULTS A total of 29,130 frail geriatric patients with ABP were identified and 7,941 were matched (CCY 5,294; NOM 2,647). Patients in the CCY group had lower 6-month rates of readmission for pancreas-related complications, unplanned readmissions for pancreas-related procedures, overall readmissions, and mortality, as well as fewer hospitalized days (p < 0.05). NOM failed in 12% of patients and 7% of NOM patients were readmitted within 6 months to undergo CCY, of which 56% were unplanned. Patients who underwent unplanned CCY had higher complication rates and hospital costs, longer hospital lengths of stay, and increased mortality compared with early CCY (p < 0.05). CONCLUSIONS For frail geriatric patients with ABP, early CCY was associated with lower 6-month rates of complications, readmissions, mortality, and fewer hospitalized days. NOM was unsuccessful in nearly 1 of 7 within 6 months; of these, one-third required unplanned CCY. Early CCY should be prioritized for frail geriatric ABP patients when feasible.
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Affiliation(s)
- Adam C Nelson
- From the Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
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11
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Lee BJ, Bae SS, Choi HY, Park JH, Hyun SJ, Jo DJ, Cho Y. Proximal Junctional Kyphosis or Failure After Adult Spinal Deformity Surgery - Review of Risk Factors and Its Prevention. Neurospine 2023; 20:863-875. [PMID: 37798982 PMCID: PMC10562224 DOI: 10.14245/ns.2346476.238] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 06/06/2023] [Accepted: 06/16/2023] [Indexed: 10/07/2023] Open
Abstract
Proximal junction kyphosis (PJK) is a common imaging finding after long-level fusion, and proximal junctional failure (PJF) is an aggravated form of the progressive disease spectrum of PJK. This includes vertebral fracture of upper instrumented vertebra (UIV) or UIV+1, instability between UIV and UIV+1, neurological deterioration requiring surgery. Many studies have reported on PJK and PJF after long segment instrumentation for adult spinal deformity (ASD). In particular, for spine deformity surgeons, risk factors and prevention strategies of PJK and PJF are very important to minimize reoperation. Therefore, this review aims to help reduce the occurrence of PJK and PJF by updating the latest contents of PJK and PJF by 2023, focusing on the risk factors and prevention strategies of PJK and PJF. We conducted a search on multiple database for articles published until February 2023 using the search keywords "proximal junctional kyphosis," "proximal junctional failure," "proximal junctional disease," and "adult spinal deformity." Finally, 103 papers were included in this study. Numerous factors have been suggested as potential risks for the development of PJK and PJF, including a high body mass index, inadequate postoperative sagittal balance and overcorrection, advanced age, pelvic instrumentation, and osteoporosis. Recently, with the increasing elderly population, sarcopenia has been emphasized. The quality and quantity of muscle in the surgical site have been suggested as new risk factor. Therefore, spine surgeon should understand the pathophysiology of PJK and PJF, as well as individual risk factors, in order to develop appropriate prevention strategies for each patient.
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Affiliation(s)
- Byung-Jou Lee
- Department of Neurosurgery, Inje University Ilsan Paik Hospital, Inje University College of Medicine, Goyang, Korea
| | - Sung Soo Bae
- Department of Neurosurgery, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Korea
| | - Ho Young Choi
- Department of Neurosurgery, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Korea
| | - Jin Hoon Park
- Department of Neurosurgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seung-Jae Hyun
- Department of Neurosurgery, Spine Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Dae Jean Jo
- Department of Neurosurgery, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Korea
| | - Yongjae Cho
- Department of Neurosurgery, Ewha Womans University School of Medicine, Seoul, Korea
| | - Korean Spinal Deformity Society (KSDS)
- Department of Neurosurgery, Inje University Ilsan Paik Hospital, Inje University College of Medicine, Goyang, Korea
- Department of Neurosurgery, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Korea
- Department of Neurosurgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
- Department of Neurosurgery, Spine Center, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
- Department of Neurosurgery, Ewha Womans University School of Medicine, Seoul, Korea
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12
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Solano QP, Howard R, Mullens CL, Ehlers AP, Delaney LD, Fry B, Shen M, Englesbe M, Dimick J, Telem D. The impact of frailty on ventral hernia repair outcomes in a statewide database. Surg Endosc 2023; 37:5603-5611. [PMID: 36344897 PMCID: PMC9640794 DOI: 10.1007/s00464-022-09626-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Accepted: 09/11/2022] [Indexed: 11/09/2022]
Abstract
INTRODUCTION Preoperative frailty is a strong predictor of postoperative morbidity in the general surgery population. Despite this, there are a paucity of research examining the effect of frailty on outcomes after ventral hernia repair (VHR), one of the most common abdominal operations in the USA. We examined the association of frailty with short-term postoperative outcomes while accounting for differences in preoperative, operative, and hernia characteristics. METHODS We retrospectively reviewed the Michigan Surgery Quality Collaborative Hernia Registry (MSQC-HR) for adult patients who underwent VHR between January 2020 and January 2022. Patient frailty was assessed using the validated 5-factor modified frailty index (mFI5) and categorized as follows: no (mFI5 = 0), moderate (mFI5 = 1), and severe frailty (mFI5 ≥ 2). Our primary outcome was any 30-day complication. Multivariable logistic regression was used to evaluate the association of frailty with outcomes while controlling for patient, operative, and hernia variables. RESULTS A total of 4406 patients underwent VHR with a mean age (SD) of 55 (15) years, 2015 (46%) females, and 3591 (82%) white patients. The mean (SD) BMI of the cohort was 33 (8) kg/m2. A total of 2077 (47%) patients had no frailty, 1604 (36%) were moderately frail, and 725 (17%) were severely frail. The median hernia size (interquartile range) was 2.5 cm (1.5-4.0 cm). Severe frailty was associated with increased odds of any complication (adjusted Odds Ratio (aOR) 3.12, 95% CI 1.78-5.47), serious complication (aOR 5.25, 95% CI 2.17-13.19), SSI (aOR 3.41, 95% CI 1.58-7.34), and post-discharge adverse events (aOR 1.70, 95% CI 1.24-2.33). CONCLUSION After controlling for patient, operative, and hernia characteristics, frailty was independently associated with increased odds of postoperative complications. These findings highlight the importance of preoperative frailty assessment for risk stratification and to inform patient counseling.
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Affiliation(s)
- Quintin P Solano
- University of Michigan Medical School, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Ryan Howard
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Cody L Mullens
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Anne P Ehlers
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Lia D Delaney
- University of Michigan Medical School, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Brian Fry
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Mary Shen
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Michael Englesbe
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
- Michigan Surgical Quality Collaborative, Ann Arbor, MI, USA
| | - Justin Dimick
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
- Michigan Surgical Quality Collaborative, Ann Arbor, MI, USA
- Division of Minimally Invasive Surgery, Department of Surgery, Michigan Medicine, 2926 Taubman Center, 1500 E Medical Center Dr, SPC 5331, Ann Arbor, MI, USA
| | - Dana Telem
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA.
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA.
- Michigan Surgical Quality Collaborative, Ann Arbor, MI, USA.
- Division of Minimally Invasive Surgery, Department of Surgery, Michigan Medicine, 2926 Taubman Center, 1500 E Medical Center Dr, SPC 5331, Ann Arbor, MI, USA.
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13
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McDonald CL, Berreta RS, Alsoof D, Anderson G, Kutschke MJ, Diebo BG, Kuris EO, Daniels AH. Three-Column Osteotomy for Frail Versus Nonfrail Patients with Adult Spinal Deformity: Assessment of Medical and Surgical Complications, Revision Surgery Rates, and Cost. World Neurosurg 2023; 171:e714-e721. [PMID: 36572242 DOI: 10.1016/j.wneu.2022.12.089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/19/2022] [Accepted: 12/20/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Three-column osteotomy (3-CO) is a powerful tool for spinal deformity correction but has been associated with substantial risk and surgical invasiveness. It is incompletely understood how frailty might affect patients undergoing 3-CO. METHODS The PearlDiver database was used to examine spinal deformity patients with a diagnosis of frailty who had undergone 3-CO. Frail and nonfrail patients were matched, and the revision surgery rates, complications, and hospitalization costs were calculated. Logistic regression was used to account for possible confounding variables. Of the 2871 included patients, 1460 had had frailty and 1411 had had no frailty. RESULTS The frail patients were older, had had more comorbidities (P < 0.001), and were more likely to have undergone posterior interbody fusion (P < 0.05), without differences in the anterior interbody fusion rates. No differences were found in the reoperation rates for ≤5 years. At 30 days, the frail patients were more likely to have experienced acute kidney injury (P = 0.018), bowel/bladder dysfunction (P = 0.014), cardiac complications (P = 0.006), and pneumonia (P = 0.039). At 2 years, the frail patients were also more likely to have experienced bowel/bladder dysfunction (P = 0.028), cardiac complications (P < 0.001), deep vein thrombosis (P = 0.027), and sepsis (P = 0.033). The cost for the procedures was also higher for the frail patients than for the nonfrail patients ($24,544.79 vs. $21,565.63; P = 0.043). CONCLUSIONS We found that frail patients undergoing 3-CO were more likely to experience certain medical complications and had had higher associated costs but similar reoperation rates compared with nonfrail patients. Careful patient selection and surgical strategy modification might alter the risks of medical and surgical complications after 3-CO for frail patients.
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Affiliation(s)
- Christopher L McDonald
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Rodrigo Saad Berreta
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Daniel Alsoof
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - George Anderson
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Michael J Kutschke
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Eren O Kuris
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA.
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Pandit V, Brown T, Bhogadi SK, Kempe K, Zeeshan M, Bikk A, Tan TW, Nelson P. The association of racial and ethnic disparities and frailty in geriatric patients undergoing revascularization for peripheral artery disease. Semin Vasc Surg 2023; 36:78-83. [PMID: 36958901 DOI: 10.1053/j.semvascsurg.2023.01.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 01/10/2023] [Accepted: 01/16/2023] [Indexed: 01/26/2023]
Abstract
Frailty is defined as a state of decreased physiologic reserve contributing to functional decline and adverse outcomes. Racial disparities in frail patients have been described sparsely in the literature. We aimed to assess whether race influences frailty status in geriatric patients undergoing revascularization for peripheral artery disease (PAD) with chronic limb-threatening ischemia (CLTI). A 5-year analysis of the National Surgical Quality Improvement Program database included all geriatric (65 years and older) patients who underwent revascularization for lower extremity PAD with CLTI. The frailty index was calculated using a 11-variable modified frailty index and a cutoff of 0.27 indicated frail status. The primary outcome was an association of race or ethnicity with frailty status. We included 7,837 geriatric patients who underwent a surgical procedure (open: 55.2%) for PAD with CLTI. Mean age of patients was 75.4 years, 63.8% were male, 24.1% (n = 1,889) were frail, and 21.8% (n = 1,710) were African American (AA). Overall complication rate was 11.2% (n = 909) and overall mortality rate was 1.9% (n = 148). AA patients were more likely to be frail than White patients (29.6% v 23.9%; P = .03). AA and Hispanic patients were more likely to have complications (P = .03 and P = .001) and require readmission (P = .015 and P = .001) compared with White and non-Hispanic patients, respectively. Frail AA and frail Hispanic patients were more likely to have 30-day complications and readmission compared with frail White and frail non-Hispanic patients, respectively. Race and ethnicity influence frailty status in geriatric patients with PAD and CLTI. These disparities exist regardless of age, sex, comorbid conditions, and type of operative procedure. Additional studies are needed to highlight disparities by race and ethnicity to identify potentially modifiable risk factors to improve outcomes.
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Affiliation(s)
- Viraj Pandit
- Department of Surgery, Central California Veterans Health Care System, Fresno, Surgical Service 112, 2615 E Clinton Avenue, Fresno, CA, 93703.
| | | | - Sai Krishna Bhogadi
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ
| | - Kelly Kempe
- Division of Vascular Surgery, Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK
| | | | - Andras Bikk
- Department of Surgery, Central California Veterans Health Care System, Fresno, Surgical Service 112, 2615 E Clinton Avenue, Fresno, CA, 93703
| | - Tze-Woei Tan
- Department of Vascular Surgery, University of Southern California, Los Angeles, CA
| | - Peter Nelson
- Division of Vascular Surgery, Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK
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15
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A nationwide analysis on the interaction between frailty and beta-blocker therapy in hip fracture patients. Eur J Trauma Emerg Surg 2023; 49:1485-1497. [PMID: 36633610 DOI: 10.1007/s00068-023-02219-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 12/31/2022] [Indexed: 01/13/2023]
Abstract
INTRODUCTION Hip fracture patients, who are often frail, continue to be a challenge for healthcare systems with a high postoperative mortality rate. While beta-blocker therapy (BBt) has shown a strong association with reduced postoperative mortality, its effect in frail patients has yet to be determined. This study's aim is to investigate how frailty, measured using the Orthopedic Hip Frailty Score (OFS), modifies the effect of preadmission beta-blocker therapy on mortality in hip fracture patients. METHODS This retrospective register-based study included all adult patients in Sweden who suffered a traumatic hip fracture and subsequently underwent surgery between 2008 and 2017. Treatment effect was evaluated using the absolute risk reduction (ARR) in 30-day postoperative mortality when comparing patients with (BBt+) and without (BBt-) ongoing BBt. Inverse probability of treatment weighting (IPTW) was used to reduce potential confounding when examining the treatment effect. Patients were stratified based on their OFS (0, 1, 2, 3, 4 and 5) and the treatment effect was also assessed within each stratum. RESULTS A total of 127,305 patients were included, of whom 39% had BBt. When IPTW was performed, there were no residual differences in observed baseline characteristics between the BBt+ and BBt- groups, across all strata. This analysis found that there was a stepwise increase in the ARRs for each additional point on the OFS. Non-frail BBt+ patients (OFS 0) exhibited an ARR of 2.2% [95% confidence interval (CI) 2.0-2.4%, p < 0.001], while the most frail BBt+ patients (OFS 5) had an ARR of 24% [95% CI 18-30%, p < 0.001], compared to BBt- patients within the same stratum. CONCLUSION Beta-blocker therapy is associated with a reduced risk of 30-day postoperative mortality in frail hip fracture patients, with a greater effect being observed with higher Orthopedic Hip Frailty Scores.
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16
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Prospective validation and application of the Trauma-Specific Frailty Index: Results of an American Association for the Surgery of Trauma multi-institutional observational trial. J Trauma Acute Care Surg 2023; 94:36-44. [PMID: 36279368 DOI: 10.1097/ta.0000000000003817] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND The frailty index is a known predictor of adverse outcomes in geriatric patients. Trauma-Specific Frailty Index (TSFI) was created and validated at a single center to accurately identify frailty and reliably predict worse outcomes among geriatric trauma patients. This study aims to prospectively validate the TSFI in a multi-institutional cohort of geriatric trauma patients. METHODS This is a prospective, observational, multi-institutional trial across 17 American College of Surgeons Levels I, II, and III trauma centers. All geriatric trauma patients (65 years and older) presenting during a 3-year period were included. Frailty status was measured within 24 hours of admission using the TSFI (15 variables), and patients were stratified into nonfrail (TSFI, ≤0.12), prefrail (TSFI, 0.13-0.25), and frail (TSFI, >0.25) groups. Outcome measures included index admission mortality, discharge to rehabilitation centers or skilled nursing facilities (rehab/SNFs), and 3-month postdischarge readmissions, fall recurrences, complications, and mortality among survivors of index admission. RESULTS A total of 1,321 geriatric trauma patients were identified and enrolled for validation of TSFI (nonfrail, 435 [33%]; prefrail, 392 [30%]; frail, 494 [37%]). The mean ± SD age was 77 ± 8 years; the median (interquartile range) Injury Severity Score was 9 (5-13). Overall, 179 patients (14%) had a major complication, 554 (42%) were discharged to rehab/SNFs, and 63 (5%) died during the index admission. Compared with nonfrail patients, frail patients had significantly higher odds of mortality (adjusted odds ratio [aOR], 1.93; p = 0.018), major complications (aOR, 3.55; p < 0.001), and discharge to rehab/SNFs (aOR, 1.98; p < 0.001). In addition, frailty was significantly associated with higher adjusted odds of mortality, major complications, readmissions, and fall recurrence at 3 months postdischarge ( p < 0.05). CONCLUSION External applicability of the TSFI (15 variables) was evident at a multicenter cohort of 17 American College of Surgeons trauma centers in geriatric trauma patients. The TSFI emerged as an independent predictor of worse outcomes, both in the short-term and 3-month postdischarge. LEVEL OF EVIDENCE Prognostic and Epidemiological; Level III.
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17
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Hwang F, Crandall M, Smith A, Parry N, Liepert AE. Small bowel obstruction in older patients: challenges in surgical management. Surg Endosc 2023; 37:638-644. [PMID: 35918548 DOI: 10.1007/s00464-022-09428-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 06/29/2022] [Indexed: 01/18/2023]
Abstract
BACKGROUND Small bowel obstruction (SBO) is a common disease affecting all segments of the population, including the frail elderly. Recent retrospective data suggest that earlier operative intervention may decrease morbidity. However, management decisions are influenced by surgical outcomes. Our goal was to determine the current surgical management of SBO in older patients with particular attention to frailty and the timing of surgery. STUDY DESIGN A retrospective review of patients over the age of 65 with a diagnosis of bowel obstruction (ICD-10 K56*) using the 2016 National Inpatient Sample (NIS). Demographics included age, race, insurance status, medical comorbidities, and median household income by zip code. Elixhauser comorbidities were used to derive a previously published frailty score using the NIS dataset. Outcomes included time to operation, mortality, discharge disposition, and hospital length of stay. Associations between demographics, frailty, timing of surgery, and outcomes were determined. RESULTS 264,670 patients were included. Nine percent of the cohort was frail; overall mortality was 5.7%. Frail had 1.82 increased odds of mortality (95% CI 1.64-2.03). Hospital LOS was 1.6 times as long for frail patients; a quarter of the frail were discharged home. Frail patients waited longer for surgery (3.58 days vs 2.44 days; p < 0.001). Patients transferred from another facility had increased mortality (aOR 1.58; 95% CI 1.36-1.83). There was an increasing mortality associated with a delay in surgery. CONCLUSION Patients with frailty and SBO have higher mortality, more frequent discharge to dependent living, longer hospital length of stay, and longer wait to operative intervention. Mortality is also associated with male gender, black race, transfer status from another facility, self-pay status, and low household income. Every day in delay in surgical intervention for those who underwent operations led to higher mortality. If meeting operative indications, older patients with bowel obstruction have a higher chance of survival if they undergo surgery earlier.
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Affiliation(s)
- Franchesca Hwang
- Department of Surgery, New York University Grossman School of Medicine, New York, CA, USA
| | - Marie Crandall
- Department of Surgery, University of Florida College of Medicine Jacksonville, Jacksonville, FL, USA
| | - Alan Smith
- Department of Surgery, University of California San Diego Health, 200 West Arbor Drive, #8896, San Diego, CA, 92103-8896, USA
| | - Neil Parry
- Departments of Surgery and Medicine, London Health Sciences Centre, Western University, London, ON, Canada
| | - Amy E Liepert
- Department of Surgery, University of California San Diego Health, 200 West Arbor Drive, #8896, San Diego, CA, 92103-8896, USA.
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Forssten MP, Mohammad Ismail A, Ioannidis I, Wretenberg P, Borg T, Cao Y, Ribeiro MAF, Mohseni S. The mortality burden of frailty in hip fracture patients: a nationwide retrospective study of cause-specific mortality. Eur J Trauma Emerg Surg 2022; 49:1467-1475. [PMID: 36571633 DOI: 10.1007/s00068-022-02204-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 12/18/2022] [Indexed: 12/27/2022]
Abstract
PURPOSE Frailty is a condition characterized by a reduced ability to adapt to external stressors because of a reduced physiologic reserve, which contributes to the high risk of postoperative mortality in hip fracture patients. This study aims to investigate how frailty is associated with the specific causes of mortality in hip fracture patients. METHODS All adult patients in Sweden who suffered a traumatic hip fracture and underwent surgery between 2008 and 2017 were eligible for inclusion. The Orthopedic Hip Frailty Score (OFS) was used to classify patients as non-frail (OFS 0), pre-frail (OFS 1), and frail (OFS ≥ 2). The association between the degree of frailty and both all-cause and cause-specific mortality was determined using Poisson regression models with robust standard errors and presented using incidence rate ratios (IRRs) with corresponding 95% confidence intervals (CIs), adjusted for potential sources of confounding. RESULTS After applying the inclusion and exclusion criteria, 127,305 patients remained for further analysis. 23.9% of patients were non-frail, 27.7% were pre-frail, and 48.3% were frail. Frail patients exhibited a 4 times as high risk of all-cause mortality 30 days [adj. IRR (95% CI): 3.80 (3.36-4.30), p < 0.001] and 90 days postoperatively [adj. IRR (95% CI): 3.88 (3.56-4.23), p < 0.001] as non-frail patients. Of the primary causes of 30-day mortality, frailty was associated with a tripling in the risk of cardiovascular [adj. IRR (95% CI): 3.24 (2.64-3.99), p < 0.001] and respiratory mortality [adj. IRR (95% CI): 2.60 (1.96-3.45), p < 0.001] as well as a five-fold increase in the risk of multiorgan failure [adj. IRR (95% CI): 4.99 (3.95-6.32), p < 0.001]. CONCLUSION Frailty is associated with a significantly increased risk of all-cause and cause-specific mortality at 30 and 90 days postoperatively. Across both timepoints, cardiovascular and respiratory events along with multiorgan failure were the most prevalent causes of mortality.
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Affiliation(s)
- Maximilian Peter Forssten
- Department of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.,School of Medical Sciences, Orebro University, 702 81, Orebro, Sweden
| | - Ahmad Mohammad Ismail
- Department of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.,School of Medical Sciences, Orebro University, 702 81, Orebro, Sweden
| | - Ioannis Ioannidis
- Department of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.,School of Medical Sciences, Orebro University, 702 81, Orebro, Sweden
| | - Per Wretenberg
- Department of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.,School of Medical Sciences, Orebro University, 702 81, Orebro, Sweden
| | - Tomas Borg
- Department of Orthopedic Surgery, Orebro University Hospital, 701 85, Orebro, Sweden.,School of Medical Sciences, Orebro University, 702 81, Orebro, Sweden
| | - Yang Cao
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Orebro University, 701 82, Orebro, Sweden
| | - Marcelo A F Ribeiro
- Pontifical Catholic University of São Paulo, São Paulo, Brazil.,Trauma, Burns, Critical Care and Acute Care Surgery, Department of Surgery, Sheikh Shakhbout Medical City-Mayo Clinic, Abu Dhabi, United Arab Emirates
| | - Shahin Mohseni
- Division of Trauma and Emergency Surgery, Department of Surgery, Orebro University Hospital, 701 85, Orebro, Sweden. .,School of Medical Sciences, Orebro University, 702 81, Orebro, Sweden.
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19
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Hosseinpour H, El-Qawaqzeh K, Stewart C, Akl MN, Anand T, Culbert MH, Nelson A, Bhogadi SK, Joseph B. Emergency readmissions following geriatric ground-level falls: How does frailty factor in? Injury 2022; 53:3723-3728. [PMID: 36041923 DOI: 10.1016/j.injury.2022.08.048] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 08/17/2022] [Accepted: 08/20/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Ground-level falls (GLFs) in older adults are increasing as life expectancy increases, and more patients are being discharged to skilled nursing facilities (SNFs) for continuity of care. However, GLF patients are not a homogenous cohort, and the role of frailty remains to be assessed. Thus, the aim of this study is to examine the impact of frailty on the in-hospital and 30-day outcomes of GLF patients. MATERIALS AND METHODS This is a cohort analysis from the Nationwide Readmissions Database 2017. Geriatric (age ≥65 years) trauma patients presenting following GLFs were identified and grouped based on their frailty status. The associations between frailty and 30-day mortality and emergency readmission were examined by multivariate regression analyses adjusting for patient demographics and injury characteristics. RESULTS A total of 100,850 geriatric GLF patients were identified (frail: 41% vs. non-frail: 59%). Frail GLF patients were younger (81[74-87] vs. 83[76-89] years; p<0.001) and less severely injured-Injury Severity Score [ISS] (4[1-9] vs. 5[2-9]; p<0.001). Frail patients had a higher index mortality (2.9% vs. 1.9%; p<0.001) and higher 30-day readmissions (14.0% vs. 9.8%; p<0.001). Readmission mortality was also higher in the frail group (15.2% vs. 10.9%; p<0.001), with 75.2% of those patients readmitted from an SNF. On multivariate analysis, frailty was associated with 30-day mortality (OR 1.75; p<0.001) and 30-day readmission (OR 1.49; p<0.001). CONCLUSION Frail geriatric patients are at 75% higher odds of mortality and 49% higher odds of readmission following GLFs. Of those readmitted on an emergency basis, more than one in seven patients died, 75% of whom were readmitted from an SNF. This underscores the need for optimization plans that extend to the post-discharge period to reduce readmissions and subsequent high-impact consequences.
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Affiliation(s)
- Hamidreza Hosseinpour
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Khaled El-Qawaqzeh
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Collin Stewart
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Malak Nazem Akl
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Tanya Anand
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Michael Hunter Culbert
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Adam Nelson
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Sai Krishna Bhogadi
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Bellal Joseph
- Division of Trauma, Critical Care, Burns, and Emergency Surgery, Department of Surgery, College of Medicine, University of Arizona, Tucson, AZ, United States.
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20
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Chan V, Rheaume AR, Chow MM. Impact of frailty on 30-day death, stroke, or myocardial infarction in severe carotid stenosis: Endarterectomy versus stenting. Clin Neurol Neurosurg 2022; 222:107469. [DOI: 10.1016/j.clineuro.2022.107469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 10/06/2022] [Accepted: 10/06/2022] [Indexed: 11/03/2022]
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21
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Forssten MP, Cao Y, Trivedi DJ, Ekestubbe L, Borg T, Bass GA, Mohammad Ismail A, Mohseni S. Developing and validating a scoring system for measuring frailty in patients with hip fracture: a novel model for predicting short-term postoperative mortality. Trauma Surg Acute Care Open 2022; 7:e000962. [PMID: 36117728 PMCID: PMC9472206 DOI: 10.1136/tsaco-2022-000962] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 08/19/2022] [Indexed: 11/06/2022] Open
Abstract
Objectives Frailty is common among patients with hip fracture and may, in part, contribute to the increased risk of mortality and morbidity after hip fracture surgery. This study aimed to develop a novel frailty score for patients with traumatic hip fracture that could be used to predict postoperative mortality as well as facilitate further research into the role of frailty in patients with hip fracture. Methods The Orthopedic Hip Frailty Score (OFS) was developed using a national dataset, retrieved from the Swedish National Quality Registry for Hip Fractures, that contained all adult patients who underwent surgery for a traumatic hip fracture in Sweden between January 1, 2008 and December 31, 2017. Candidate variables were selected from the Nottingham Hip Fracture Score, Sernbo Score, Charlson Comorbidity Index, 5-factor modified Frailty Index, as well as the Revised Cardiac Risk Index and ranked based on their permutation importance, with the top 5 variables being selected for the score. The OFS was then validated on a local dataset that only included patients from Orebro County, Sweden. Results The national dataset consisted of 126,065 patients. 2365 patients were present in the local dataset. The most important variables for predicting 30-day mortality were congestive heart failure, institutionalization, non-independent functional status, an age ≥85, and a history of malignancy. In the local dataset, the OFS achieved an area under the receiver-operating characteristic curve (95% CI) of 0.77 (0.74 to 0.80) and 0.76 (0.74 to 0.78) when predicting 30-day and 90-day postoperative mortality, respectively. Conclusions The OFS is a significant predictor of short-term postoperative mortality in patients with hip fracture that outperforms, or performs on par with, all other investigated indices. Level of evidence Level III, Prognostic and Epidemiological.
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Affiliation(s)
- Maximilian Peter Forssten
- School of Medical Sciences, Orebro University, Orebro, Sweden
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, Sweden
| | - Yang Cao
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Orebro University, Orebro, Sweden
| | - Dhanisha Jayesh Trivedi
- School of Medical Sciences, Orebro University, Orebro, Sweden
- Division of Trauma and Emergency Surgery, Department of Surgery, Orebro University Hospital, Orebro, Sweden
| | | | - Tomas Borg
- School of Medical Sciences, Orebro University, Orebro, Sweden
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, Sweden
| | - Gary Alan Bass
- School of Medical Sciences, Orebro University, Orebro, Sweden
- Division of Traumatology, Surgical Critical Care and Emergency Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Ahmad Mohammad Ismail
- School of Medical Sciences, Orebro University, Orebro, Sweden
- Department of Orthopedic Surgery, Orebro University Hospital, Orebro, Sweden
| | - Shahin Mohseni
- School of Medical Sciences, Orebro University, Orebro, Sweden
- Division of Trauma and Emergency Surgery, Department of Surgery, Orebro University Hospital, Orebro, Sweden
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22
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Nakhla M, Eakin CM, Mandelbaum A, Karlan B, Benharash P, Salani R, Cohen JG. Frailty is independently associated with worse outcomes and increased resource utilization following endometrial cancer surgery. Int J Gynecol Cancer 2022; 32:ijgc-2022-003484. [PMID: 35725031 PMCID: PMC9763544 DOI: 10.1136/ijgc-2022-003484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE Frailty has been associated with poorer surgical outcomes and is a critical factor in procedural risk assessment. The objective of this study is to assess the impact of frailty on surgical outcomes in patients with endometrial cancer. METHODS Patients undergoing inpatient gynecologic surgery for endometrial cancer were identified using the 2005-2017 Nationwide Inpatient Sample database. The Johns Hopkins Adjusted Clinical Groups frailty-defining diagnosis indicator was used to designate frailty. Multivariate regression models were used to assess the association of frailty with postoperative outcomes and resource use. RESULTS Of 339 846 patients, 2.9% (9868) were considered frail. After adjusting for patient and hospital characteristics, frailty was associated with a four-fold increase in inpatient mortality (adjusted OR (aOR) 4.1; p<0.001), non-home discharge (aOR 5.2; p<0.001), as well as increased respiratory (aOR 2.6; p<0.001), neurologic (aOR 3.3; p<0.001), renal (aOR 2.0; p<0.001), and infectious (aOR 3.2; p<0.001) complications. While frail patients exhibited increased mortality with age, the rate of mortality in this cohort decreased significantly over time. Compared with non-frail counterparts, frail patients had longer lengths of stay (7.6 vs 3.4 days; p<0.001) and increased hospitalization costs with surgical admission ($25 093 vs $13 405; p<0.001). CONCLUSIONS Frailty is independently associated with worse surgical outcomes, including increased mortality and resource use, in women undergoing surgery for endometrial cancer. Though in recent years there have been improvements in mortality in the frail population, further efforts to mitigate the impact of frailty should be explored.
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Affiliation(s)
- Morcos Nakhla
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of California Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
| | - Cortney M Eakin
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of California Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
| | - Ava Mandelbaum
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
| | - Beth Karlan
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of California Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), Division of Cardiac Surgery, University of California Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
| | - Ritu Salani
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of California Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
| | - Joshua G Cohen
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of California Los Angeles David Geffen School of Medicine, Los Angeles, California, USA
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23
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Grieco M, Galiffa G, Lorenzon L, Marincola G, Persiani R, Santoro R, Pernazza G, Brescia A, Santoro E, Stipa F, Crucitti A, Mancini S, Palmieri RM, Di Paola M, Sacchi M, Carlini M. Enhanced recovery after surgery (ERAS) program in octogenarian patients: a propensity score matching analysis on the "Lazio Network" database. Langenbecks Arch Surg 2022; 407:3079-3088. [PMID: 35697818 DOI: 10.1007/s00423-022-02580-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 06/01/2022] [Indexed: 11/30/2022]
Abstract
PURPOSE The aim of this study was to evaluate the safety and compliance with the enhanced recovery after surgery (ERAS) protocol in octogenarian patients undergoing colorectal surgery in 12 Italian high-volume centers. METHODS A retrospective analysis was conducted in a consecutive series of patients who underwent elective colorectal surgery between 2016 and 2018. Patients were grouped by age (≥ 80 years vs < 80 years), propensity score matching (PSM) analysis was performed, and the groups were compared regarding clinical outcomes and the mean number of ERAS items applied. RESULTS Out of 1646 patients identified, 310 were octogenarians. PSM identified 2 cohorts of 125 patients for the comparison of postoperative outcomes and ERAS compliance. The 2 groups were homogeneous regarding the clinical variables and mean number of ERAS items applied (11.3 vs 11.9, p-ns); however, the application of intraoperative items was greater in nonelderly patients (p 0.004). The functional recovery was similar between the two groups, as were the rates of postoperative severe complications and 30-day mortality rate. Elderly patients had more overall complications. Furthermore, the mean hospital stay was higher in the elderly group (p 0.027). Multivariable analyses documented that postoperative stay was inversely correlated with the number of ERAS items applied (p < 0.0001), whereas age ≥ 80 years significantly correlated with the overall complication rate (p 0.0419). CONCLUSION The ERAS protocol is safe in octogenarian patients, with similar levels of compliance and surgical outcomes. However, octogenarian patients have a higher rate of overall complications and a longer hospital stay than do younger patients.
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Affiliation(s)
| | | | - Laura Lorenzon
- Fondazione Policlinico Universitario "A. Gemelli" - IRCCS, Rome, Italy
| | | | - Roberto Persiani
- Fondazione Policlinico Universitario "A. Gemelli" - IRCCS, Rome, Italy
| | | | | | - Antonio Brescia
- Sant'Andrea University Hospital. "La Sapienza" University, Rome, Italy
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24
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Chow J, Kuza CM. Predicting mortality in elderly trauma patients: a review of the current literature. Curr Opin Anaesthesiol 2022; 35:160-165. [PMID: 35025820 DOI: 10.1097/aco.0000000000001092] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Advances in medical care allow patients to live longer, translating into a larger geriatric patient population. Adverse outcomes increase with older age, regardless of injury severity. Age, comorbidities, and physiologic deterioration have been associated with the increased mortality seen in geriatric trauma patients. As such, outcome prediction models are critical to guide clinical decision making and goals of care discussions for this population. The purpose of this review was to evaluate the various outcome prediction models for geriatric trauma patients. RECENT FINDINGS There are several prediction models used for predicting mortality in elderly trauma patients. The Geriatric Trauma Outcome Score (GTOS) is a validated and accurate predictor of mortality in geriatric trauma patients and performs equally if not better to traditional scores such as the Trauma and Injury Severity Score. However, studies recommend medical comorbidities be included in outcome prediction models for geriatric patients to further improve performance. SUMMARY The ideal outcome prediction model for geriatric trauma patients has not been identified. The GTOS demonstrates accurate predictive ability in elderly trauma patients. The addition of medical comorbidities as a variable in outcome prediction tools may result in superior performance; however, additional research is warranted.
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Affiliation(s)
- Jarva Chow
- Department of Anesthesiology and Critical Care, University of Chicago, Chicago, Illinois
| | - Catherine M Kuza
- Department of Anesthesiology, Keck School of Medicine of the University of Southern California, Los Angeles, California, USA
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25
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Dementia is a surrogate for frailty in hip fracture mortality prediction. Eur J Trauma Emerg Surg 2022; 48:4157-4167. [PMID: 35355091 PMCID: PMC9532301 DOI: 10.1007/s00068-022-01960-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/13/2022] [Indexed: 12/12/2022]
Abstract
Purpose Among hip fracture patients both dementia and frailty are particularly prevalent. The aim of the current study was to determine if dementia functions as a surrogate for frailty, or if it confers additional information as a comorbidity when predicting postoperative mortality after a hip fracture. Methods All adult patients who suffered a traumatic hip fracture in Sweden between January 1, 2008 and December 31, 2017 were considered for inclusion. Pathological fractures, non-operatively treated fractures, reoperations, and patients missing data were excluded. Logistic regression (LR) models were fitted, one including and one excluding measurements of frailty, with postoperative mortality as the response variable. The primary outcome of interest was 30-day postoperative mortality. The relative importance for all variables was determined using the permutation importance. New LR models were constructed using the top ten most important variables. The area under the receiver-operating characteristic curve (AUC) was used to compare the predictive ability of these models. Results 121,305 patients were included in the study. Initially, dementia was among the top ten most important variables for predicting 30-day mortality. When measurements of frailty were included, dementia was replaced in relative importance by the ability to walk alone outdoors and institutionalization. There was no significant difference in the predictive ability of the models fitted using the top ten most important variables when comparing those that included [AUC for 30-day mortality (95% CI): 0.82 (0.81–0.82)] and excluded [AUC for 30-day mortality (95% CI): 0.81 (0.80–0.81)] measurements of frailty. Conclusion Dementia functions as a surrogate for frailty when predicting mortality up to one year after hip fracture surgery. The presence of dementia in a patient without frailty does not appreciably contribute to the prediction of postoperative mortality. Supplementary Information The online version contains supplementary material available at 10.1007/s00068-022-01960-9.
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Psutka SP, Gulati R, Jewett MAS, Fadaak K, Finelli A, Legere L, Morgan TM, Pierorazio PM, Allaf ME, Herrin J, Lohse CM, Houston Thompson R, Boorjian SA, Atwell TD, Schmit GD, Costello BA, Shah ND, Leibovich BC. A Clinical Decision Aid to Support Personalized Treatment Selection for Patients with Clinical T1 Renal Masses: Results from a Multi-institutional Competing-risks Analysis. Eur Urol 2021; 81:576-585. [PMID: 34862099 DOI: 10.1016/j.eururo.2021.11.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 09/28/2021] [Accepted: 11/01/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Personalized treatment for clinical T1 renal cortical masses (RCMs) should take into account competing risks related to tumor and patient characteristics. OBJECTIVE To develop treatment-specific prediction models for cancer-specific mortality (CSM), other-cause mortality (OCM), and 90-d Clavien grade ≥3 complications across radical nephrectomy (RN), partial nephrectomy (PN), thermal ablation (TA), and active surveillance (AS). DESIGN, SETTING, AND PARTICIPANTS Pretreatment clinical and radiological features were collected for consecutive adult patients treated with initial RN, PN, TA, or AS for RCMs at four high-volume referral centers (2000-2019). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Prediction models used competing-risks regression for CSM and OCM and logistic regression for 90-d Clavien grade ≥3 complications. Performance was assessed using bootstrap validation. RESULTS AND LIMITATIONS The cohort comprised 5300 patients treated with RN (n = 1277), PN (n = 2967), TA (n = 476), or AS (n = 580). Over median follow-up of 5.2 yr (interquartile range 2.5-8.7), there were 117 CSM, 607 OCM, and 198 complication events. The C index for the predictive models was 0.80 for CSM, 0.77 for OCM, and 0.64 for complications. Predictions from the fitted models are provided in an online calculator (https://small-renal-mass-risk-calculator.fredhutch.org). To illustrate, a hypothetical 74-yr-old male with a 4.5-cm RCM, body mass index of 32 kg/m2, estimated glomerular filtration rate of 50 ml/min, Eastern Cooperative Oncology Group performance status of 3, and Charlson comorbidity index of 3 has predicted 5-yr CSM of 2.9-5.6% across treatments, but 5-yr OCM of 29% and risk of 90-d Clavien grade 3-5 complications of 1.9% for RN, 5.8% for PN, and 3.6% for TA. Limitations include selection bias, heterogeneity in practice across treatment sites and the study time period, and lack of control for surgeon/hospital volume. CONCLUSIONS We present a risk calculator incorporating pretreatment features to estimate treatment-specific competing risks of mortality and complications for use during shared decision-making and personalized treatment selection for RCMs. PATIENT SUMMARY We present a risk calculator that generates personalized estimates of the risks of death from cancer or other causes and of complications for surgical, ablation, and surveillance treatment options for patients with stage 1 kidney tumors.
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Affiliation(s)
- Sarah P Psutka
- Department of Urology, University of Washington, Seattle, WA, USA.
| | - Roman Gulati
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Michael A S Jewett
- Departments of Surgery (Urology) and Surgical Oncology, Princess Margaret Cancer Center and University Health Network, University of Toronto, Toronto, Canada
| | - Kamel Fadaak
- Department of Urology, King Fahd Hospital of the University, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Antonio Finelli
- Departments of Surgery (Urology) and Surgical Oncology, Princess Margaret Cancer Center and University Health Network, University of Toronto, Toronto, Canada
| | - Laura Legere
- Departments of Surgery (Urology) and Surgical Oncology, Princess Margaret Cancer Center and University Health Network, University of Toronto, Toronto, Canada
| | - Todd M Morgan
- Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Phillip M Pierorazio
- Department of Urology, Brady Urological Institute, Department of Urology at Johns Hopkins, Baltimore, MD, USA
| | - Mohamad E Allaf
- Department of Urology, Brady Urological Institute, Department of Urology at Johns Hopkins, Baltimore, MD, USA
| | - Jeph Herrin
- Division of Cardiology, Yale School of Medicine, New Haven, CT, USA; Health Research & Educational Trust, Chicago, IL, USA
| | - Christine M Lohse
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - Grant D Schmit
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Nilay D Shah
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
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Passias PG, Pierce KE, Passfall L, Adenwalla A, Naessig S, Ahmad W, Krol O, Kummer NA, O'Malley N, Maglaras C, O'Connell B, Vira S, Schwab FJ, Errico TJ, Diebo BG, Janjua B, Raman T, Buckland AJ, Lafage R, Protopsaltis T, Lafage V. Not Frail and Elderly: How Invasive Can We Go in This Different Type of Adult Spinal Deformity Patient? Spine (Phila Pa 1976) 2021; 46:1559-1563. [PMID: 34132235 DOI: 10.1097/brs.0000000000004148] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective review of a single-center spine database. OBJECTIVE Investigate the intersections of chronological age and physiological age via frailty to determine the influence of surgical invasiveness on patient outcomes. SUMMARY OF BACKGROUND DATA Frailty is a well-established factor in preoperative risk stratification and prediction of postoperative outcomes. The surgical profile of operative patients with adult spinal deformity (ASD) who present as elderly and not frail (NF) has yet to be investigated. Our aim was to examine the surgical profile and outcomes of patients with ASD who were NF and elderly. METHODS Patients with ASD 18 years or older, four or greater levels fused, with baseline (BL) and follow-up data were included. Patients were categorized by ASD frailty index: NF, Frail (F), severely frail (SF]. An elderly patient was defined as 70 years or older. Patients were grouped into NF/elderly and F/elderly. SRS-Schwab modifiers were assessed at BL and 1 year (0, +, ++). Logistic regression analysis assessed the relationship between increasing invasiveness, no reoperations, or major complications, and improvement in SRS-Schwab modifiers [Good Outcome]. Decision tree analysis assessed thresholds for an invasiveness risk/benefit cutoff point. RESULTS A total of 598 patients with ASD included (55.3 yr, 59.7% F, 28.3 kg/m2). 29.8% of patients were older than 70 years. At BL, 51.3% of patients were NF, 37.5% F, and 11.2% SF. Sixty-sis (11%) patients were NF and elderly. About 24.2% of NF-elderly patients improved in SRS-Schwab by 1 year and had no reoperation or complication postoperatively. Binary regression analysis found a relationship between worsening SRS-Schwab, postop complication, and reoperation with invasiveness score (odds ratio: 1.056 [1.01-1.102], P = 0.011). Risk/benefit cut-off was 10 (P = 0.004). Patients below this threshold were 7.9 (2.2-28.4) times more likely to have a Good Outcome. 156 patients were elderly and F/SF with 16.7% having good outcome, with a risk/benefit cut-off point of less than 8 (4.4 [2.2-9.0], P < 0.001). CONCLUSION Frailty status impacted the balance of surgical invasiveness relative to operative risk in an inverse manner, whereas the opposite was seen amongst elderly patients with a frailty status less than their chronologic age. Surgeons should perhaps consider incorporation of frailty status over age status when determining realignment plans in patients of advanced age.Level of Evidence: 3.
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Affiliation(s)
- Peter G Passias
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Katherine E Pierce
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Lara Passfall
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | | | - Sara Naessig
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Waleed Ahmad
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Oscar Krol
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Nicholas A Kummer
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Nicholas O'Malley
- Department of Orthopedic Surgery, NYU Langone Orthopedic Hospital, New York, NY
| | - Constance Maglaras
- Department of Orthopedic Surgery, NYU Langone Orthopedic Hospital, New York, NY
| | - Brooke O'Connell
- Department of Orthopedic Surgery, NYU Langone Orthopedic Hospital, New York, NY
| | | | - Frank J Schwab
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | - Thomas J Errico
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Bassel G Diebo
- Department of Orthopedic Surgery, SUNY Downstate, New York, NY
| | - Burhan Janjua
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Tina Raman
- Division of Spinal Surgery/Departments of Orthopedic and Neurosurgery, NYU Medical Center, NY Spine Institute, New York, NY
| | - Aaron J Buckland
- Department of Orthopedic Surgery, NYU Langone Orthopedic Hospital, New York, NY
| | - Renaud Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
| | | | - Virginie Lafage
- Department of Orthopedics, Hospital for Special Surgery, New York, NY
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Carlstrom LP, Helal A, Perry A, Lakomkin N, Graffeo CS, Clarke MJ. Too frail is to fail: Frailty portends poor outcomes in the elderly with type II odontoid fractures independent of management strategy. J Clin Neurosci 2021; 93:48-53. [PMID: 34656260 DOI: 10.1016/j.jocn.2021.08.027] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 08/24/2021] [Accepted: 08/30/2021] [Indexed: 10/20/2022]
Abstract
Type-II odontoid fractures are common and highly morbid injuries, particularly among elderly patients. However, few risk stratification resources exist to predict outcomes and guide management decision making. Frailty indices have been increasingly utilized for these purposes in elective surgery, but have not been assessed for trauma. A single-center prospective trauma registry identified patients aged ≥ 80 years with type-II odontoid fractures. Frailty was the independent variable, using three independent indices: modified-5-item frailty (mFI-5), modified Charlson comorbidity (mCCI), and Davies. 97 patients had complete frailty data and sufficient follow up information, with median mIF-5 of 2 (range 0-4; 34 frail, mFI-5 > 2), median mCCI score of 6 (range 4-14), and median Davies score of 2 (range 0-7). For all indices, increasing score was associated with mortality, mIF-5 (HR = 1.76, 95%CI = 1.06-2.88), mCCI (HR = 1.10, 95%CI = 1.01-1.20), and Davies scores (HR = 1.21, 95%CI = 1.08-1.37). Median post-injury survival among patients with mIF-5 of ≤ 2 was 10-fold longer than patients with mIF-5 of > 2 (70 vs. 710 days, p = 0.0026). After adjusting for initial treatment strategy, frailty status remained an independent predictor of patient mortality; mIF-5 (HR = 1.72, 95%CI = 1.02-2.80), mCCI (HR = 1.10, 95%CI = 1.01-1.20), and Davies scores (HR = 1.21, 95%CI = 1.08-1.37). Among octogenarian patients with type-II odontoid fractures, frailty was associated with increased mortality, independent of treatment strategy.
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Affiliation(s)
| | - Ahmed Helal
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Avital Perry
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Nikita Lakomkin
- Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA
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Shahrestani S, Lehrich BM, Tafreshi AR, Brown NJ, Lien BV, Ransom S, Ransom RC, Ballatori AM, Ton A, Chen XT, Sahyouni R. The role of frailty in geriatric cranial neurosurgery for primary central nervous system neoplasms. Neurosurg Focus 2021; 49:E15. [PMID: 33002865 DOI: 10.3171/2020.7.focus20426] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 07/17/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Frailty is a clinical state of increased vulnerability due to age-associated decline and has been well established as a perioperative risk factor. Geriatric patients have a higher risk of frailty, higher incidence of brain cancer, and increased postoperative complication rates compared to nongeriatric patients. Yet, literature describing the effects of frailty on short- and long-term complications in geriatric patients is limited. In this study, the authors evaluate the effects of frailty in geriatric patients receiving cranial neurosurgery for a primary CNS neoplasm. METHODS The authors conducted a retrospective cohort study of geriatric patients receiving cranial neurosurgery for a primary CNS neoplasm between 2010 and 2017 by using the Nationwide Readmission Database. Demographics and frailty were queried at primary admission, and readmissions were analyzed at 30-, 90-, and 180-day intervals. Complications of interest included infection, anemia, infarction, kidney injury, CSF leak, urinary tract infection, and mortality. Nearest-neighbor propensity score matching for demographics was implemented to identify nonfrail control patients with similar diagnoses and procedures. The analysis used Welch two-sample t-tests for continuous variables and chi-square test with odds ratios. RESULTS A total of 6713 frail patients and 6629 nonfrail patients were identified at primary admission. At primary admission, frail geriatric patients undergoing cranial neurosurgery had increased odds of developing acute posthemorrhagic anemia (OR 1.56, 95% CI 1.23-1.98; p = 0.00020); acute infection (OR 3.16, 95% CI 1.70-6.36; p = 0.00022); acute kidney injury (OR 1.32, 95% CI 1.07-1.62; p = 0.0088); urinary tract infection prior to discharge (OR 1.97, 95% CI 1.71-2.29; p < 0.0001); acute postoperative cerebral infarction (OR 1.57, 95% CI 1.17-2.11; p = 0.0026); and mortality (OR 1.64, 95% CI 1.22-2.24; p = 0.0012) compared to nonfrail geriatric patients receiving the same procedure. In addition, frail patients had a significantly increased inpatient length of stay (p < 0.0001) and all-payer hospital cost (p < 0.0001) compared to nonfrail patients at the time of primary admission. However, no significant difference was found between frail and nonfrail patients with regard to rates of infection, thromboembolism, CSF leak, dural tear, cerebral infarction, acute kidney injury, and mortality at all readmission time points. CONCLUSIONS Frailty may significantly increase the risks of short-term acute complications in geriatric patients receiving cranial neurosurgery for a primary CNS neoplasm. Long-term analysis revealed no significant difference in complications between frail and nonfrail patients. Further research is warranted to understand the effects and timeline of frailty in geriatric patients.
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Affiliation(s)
- Shane Shahrestani
- 1Keck School of Medicine, University of Southern California, Los Angeles.,2Department of Medical Engineering, California Institute of Technology, Pasadena
| | - Brandon M Lehrich
- 3Department of Biomedical Engineering, University of California, Irvine, California
| | - Ali R Tafreshi
- 4Department of Neurological Surgery, Geisinger Health System, Danville, Pennsylvania
| | - Nolan J Brown
- 5School of Medicine, University of California, Irvine, California
| | - Brian V Lien
- 5School of Medicine, University of California, Irvine, California
| | - Seth Ransom
- 6College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Ryan C Ransom
- 7Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota; and
| | | | - Andy Ton
- 1Keck School of Medicine, University of Southern California, Los Angeles
| | - Xiao T Chen
- 1Keck School of Medicine, University of Southern California, Los Angeles
| | - Ronald Sahyouni
- 8Department of Neurological Surgery, University of California, San Diego, La Jolla, California
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Pierce KE, Kapadia BH, Bortz C, Alas H, Brown AE, Diebo BG, Raman T, Jain D, Lebovic J, Passias PG. Frailty Severity Impacts Development of Hospital-acquired Conditions in Patients Undergoing Corrective Surgery for Adult Spinal Deformity. Clin Spine Surg 2021; 34:E377-E381. [PMID: 34121072 DOI: 10.1097/bsd.0000000000001219] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 02/24/2021] [Indexed: 11/25/2022]
Abstract
STUDY DESIGN This was a retrospective cohort study of a national dataset. PURPOSE The purpose of this study was to consider the influence of frailty on the development of hospital-acquired conditions (HACs) in adult spinal deformity (ASD). SUMMARY OF BACKGROUND DATA HACs frequently include reasonably preventable complications. Eleven events are identified as HACs by the Affordable Care Act. In the surgical ASD population, factors leading to HACs are important to identify to optimize health care. METHODS Patients 18 years and older undergoing corrective surgery for ASD identified in the American College of Surgeons' National Surgical Quality Improvement Program (ACS-NSQIP). The relationship between HACs and frailty as defined by the NSQIP modified 5-factor frailty index (mFI-5) were assessed using χ2 and independent sample t tests. The mFI-5 is assessed on a scale 0-1 [not frail (NF): <0.3, mildly frail (MF): 0.3-0.5, and severely frail (SF): > 0.5]. Binary logistic regression measured the relationship between frailty throughout HACs. RESULTS A total of 9143 ASD patients (59.1 y, 56% female, 29.3 kg/m2) were identified. Overall, 37.6% of procedures involved decompression and 100% fusion. Overall, 6.5% developed at least 1 HAC, the most common was urinary tract infection (2.62%), followed by venous thromboembolism (2.10%) and surgical site infection (1.88%). According to categorical mFI-5 frailty, 82.1% of patients were NF, 16% MF, and 1.9% SF. Invasiveness increased with mFI-5 severity groups but was not significant (NF: 3.98, MF: 4.14, SF: 4.45, P>0.05). Regression analysis of established factors including sex [odds ratio (OR): 1.22; 1.02-146; P=0.030], diabetes mellitus (OR: 0.70; 0.52-0.95; P=0.020), total operative time (OR: 1.01; 1.00-1.01; P<0.001), body mass index (OR: 1.02; 1.01-1.03; P=0.008), and frailty (OR: 8.44; 4.13-17.26; P<0.001), as significant predictors of HACs. Overall, increased categorical frailty severity individually predicted increased total length of stay (OR: 1.023; 1.015-1.030; P<0.001) and number of complications (OR: 1.201; 1.047-1.379; P=0.009). CONCLUSIONS For patients undergoing correction surgery for ASD, the incidence of HACs increased with worsening frailty score. Such findings suggest the importance of medical optimization before surgery for ASD.
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Affiliation(s)
- Katherine E Pierce
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute
| | - Bhaveen H Kapadia
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute
| | - Cole Bortz
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute
| | - Haddy Alas
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute
| | - Avery E Brown
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, SUNY Downstate Medical Center
| | - Tina Raman
- Department of Orthopaedics, NYU Langone Orthopedic Hospital, New York, NY
| | - Deeptee Jain
- Department of Orthopaedics, NYU Langone Orthopedic Hospital, New York, NY
| | - Jordan Lebovic
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute
| | - Peter G Passias
- Department of Orthopaedic and Neurologic Surgery, NYU Langone Orthopedic Hospital, New York Spine Institute
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Abstract
Changing demographic trends have led to an increase in the overall geriatric trauma patient volume. Furthermore, the intersection of aging and injury can be problematic because geriatric patients have multiple comorbidities, geriatric-specific syndromes, and reduced physiological reserve. Despite mounting evidence that frail geriatric patients have inferior outcomes following trauma, very few studies have examined the effect of aging on the biological response to injury. In the present article, we review the current literature and explore the pathophysiological rationale underlying observed data, available evidence, and future directions on this topic.
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Asmar S, Bible L, Obaid O, Anand T, Chehab M, Ditillo M, Castanon L, Nelson A, Joseph B. Frail geriatric patients with acute calculous cholecystitis: Operative versus nonoperative management? J Trauma Acute Care Surg 2021; 91:219-225. [PMID: 33605704 DOI: 10.1097/ta.0000000000003115] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
INTRODUCTION Nonoperative management of acute calculous cholecystitis (ACC) in the frail geriatric population is underexplored. The aim of our study was to examine long-term outcomes of frail geriatric patients with ACC treated with cholecystectomy compared with initial nonoperative management. METHODS We conducted a 2017 analysis of the Nationwide Readmissions Database and included frail geriatric (≥65 years) patients with ACC. Frailty was assessed using the five-factor modified frailty index. Patients were stratified into those undergoing cholecystectomy at index admission (operative management [OP]) versus those managed with nonoperative intervention (nonoperative management [NOP]). The NOP group was further subdivided into those who received antibiotics only and those who received percutaneous drainage. Primary outcomes were procedure-related complications in the OP group and 6-month failure of NOP (readmission with cholecystitis). Secondary outcomes were mortality and overall hospital length of stay. RESULTS A total of 53,412 geriatric patients with ACC were identified, 51.0% of whom were frail: 16,791 (61.6%) in OP group and 10,472 (38.4%) in NOP group (3,256 had percutaneous drainage, 7,216 received antibiotics only). Patients were comparable in age (76 ± 7 vs. 77 ± 8 years; p = 0.082) and modified frailty index (0.47 vs. 0.48; p = 0.132). Procedure-related complications in the OP group were 9.3%, and 6-month failure of NOP was 18.9%. Median time to failure of NOP management was 36 days (range, 12-78 days). Mortality was higher in the frail NOP group (5.2 vs. 3.2%; p < 0.001). The NOP group had more days of hospitalization (8 [4-15] vs. 5 [3-10]; p < 0.001). Both receiving antibiotics only (odds ratio, 1.6 [1.3-2.0]; p < 0.001) and receiving percutaneous drainage (odds ratio, 1.9 [1.7-2.2]; p < 0.001) were independently associated with increased mortality. CONCLUSION One in five patients failed NOP and subsequently had complicated hospital stays. Nonoperative management of frail elderly ACC patients may be associated with significant morbidity and mortality. LEVEL OF EVIDENCE Therapeutic, level IV.
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Affiliation(s)
- Samer Asmar
- From the Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, Tucson, Arizona
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Rinninella E, Biondi A, Cintoni M, Raoul P, Scialanga F, Persichetti E, Pulcini G, Pezzuto R, Persiani R, D’Ugo D, Gasbarrini A, Mele MC. NutriCatt Protocol Improves Body Composition and Clinical Outcomes in Elderly Patients Undergoing Colorectal Surgery in ERAS Program: A Retrospective Cohort Study. Nutrients 2021; 13:1781. [PMID: 34071079 PMCID: PMC8224811 DOI: 10.3390/nu13061781] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/19/2021] [Accepted: 05/21/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND A poor body composition, often found in elderly patients, negatively impacts perioperative outcomes. We evaluated the effect of a perioperative nutritional protocol (NutriCatt) on body composition and clinical outcomes in a cohort of elderly patients undergoing colorectal surgery in a high-volume center adopting the ERAS program. METHODS 302 out of 332 elderly (>75 years) patients from 2015 to 2020 were identified. Patients were divided according to their adherence, into "NutriCatt + ERAS" (n = 166) or "standard ERAS" patients (n = 136). Anthropometric and bioelectrical impedance analysis data were evaluated for NutriCatt + ERAS patients. Complications, length of hospital stay (LOS), and other postoperative outcomes were compared between both groups. Results: In NutriCatt + ERAS patients, significant improvements of phase angle (pre-admission vs. admission 4.61 ± 0.79 vs. 4.84 ± 0.85; p = 0.001; pre-admission vs. discharge 4.61 ± 0.79 vs. 5.85 ± 0.73; p = 0.0002) and body cell mass (pre-admission vs. admission 22.4 ± 5.6 vs. 23.2 ± 5.7; p = 0.03; pre-admission vs. discharge 22.4 ± 5.6 vs. 23.1 ± 5.8; p = 0.02) were shown. NutriCatt + ERAS patients reported reduced LOS (p = 0.03) and severe complications (p = 0.03) compared to standard ERAS patients. A regression analysis confirmed the protective effect of the NutriCatt protocol on severe complications (OR 0.10, 95% CI 0.01-0.56; p = 0.009). CONCLUSIONS The NutriCatt protocol improves clinical outcomes in elderly patients and should be recommended in ERAS colorectal surgery.
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Affiliation(s)
- Emanuele Rinninella
- UOC di Nutrizione Clinica, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy;
| | - Alberto Biondi
- UOC di Chirurgia Generale, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (A.B.); (R.P.); (R.P.); (D.D.)
| | - Marco Cintoni
- Scuola di Specializzazione in Scienza dell’Alimentazione, Università di Roma Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
| | - Pauline Raoul
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica Del Sacro Cuore, Largo F. Vito 1, 00168 Rome, Italy; (P.R.); (A.G.); (M.C.M.)
- UOSD di Nutrizione Avanzata in Oncologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (E.P.); (G.P.)
| | - Francesca Scialanga
- UOC di Nutrizione Clinica, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy;
| | - Eleonora Persichetti
- UOSD di Nutrizione Avanzata in Oncologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (E.P.); (G.P.)
| | - Gabriele Pulcini
- UOSD di Nutrizione Avanzata in Oncologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (E.P.); (G.P.)
| | - Roberto Pezzuto
- UOC di Chirurgia Generale, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (A.B.); (R.P.); (R.P.); (D.D.)
| | - Roberto Persiani
- UOC di Chirurgia Generale, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (A.B.); (R.P.); (R.P.); (D.D.)
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica Del Sacro Cuore, Largo F. Vito 1, 00168 Rome, Italy; (P.R.); (A.G.); (M.C.M.)
| | - Domenico D’Ugo
- UOC di Chirurgia Generale, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (A.B.); (R.P.); (R.P.); (D.D.)
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica Del Sacro Cuore, Largo F. Vito 1, 00168 Rome, Italy; (P.R.); (A.G.); (M.C.M.)
| | - Antonio Gasbarrini
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica Del Sacro Cuore, Largo F. Vito 1, 00168 Rome, Italy; (P.R.); (A.G.); (M.C.M.)
- UOC di Medicina Interna e Gastroenterologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy
| | - Maria Cristina Mele
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica Del Sacro Cuore, Largo F. Vito 1, 00168 Rome, Italy; (P.R.); (A.G.); (M.C.M.)
- UOSD di Nutrizione Avanzata in Oncologia, Dipartimento di Scienze Mediche e Chirurgiche, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Rome, Italy; (E.P.); (G.P.)
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Anand T, Khurrum M, Chehab M, Bible L, Asmar S, Douglas M, Ditillo M, Gries L, Joseph B. Racial and Ethnic Disparities in Frail Geriatric Trauma Patients. World J Surg 2021; 45:1330-1339. [PMID: 33665725 PMCID: PMC7931981 DOI: 10.1007/s00268-020-05918-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/09/2020] [Indexed: 12/02/2022]
Abstract
Background Frailty in geriatric trauma patients is commonly associated with adverse outcomes. Racial disparities in geriatric trauma patients are previously described in the literature. We aimed to assess whether race and ethnicity influence outcomes in frail geriatric trauma patients. Methods We performed a 1-year (2017) analysis of TQIP including all geriatric (age ≥ 65 years) trauma patients. The frailty index was calculated using 11-variables and a cutoff limit of 0.27 was defined for frail status. Multivariate regression analysis was performed to control for demographics, insurance status, injury parameters, vital signs, and ICU and hospital length of stay. Results We included 41,111 frail geriatric trauma patients. In terms of race, among frail geriatric trauma patients, 35,376 were Whites and 2916 were African Americans; in terms of ethnicity, 37,122 were Non-Hispanics and 2184 were Hispanics. On regression analysis, the White race was associated with higher odds of mortality (OR, 1.5; 95% CI, 1.2–2.0; p < 0.01) and in-hospital complications (OR, 1.4; 95% CI, 1.1–1.9; p < 0.01). White patients were more likely to be discharged to SNF (OR, 1.2; 95% CI, 1.1–1.4; p = 0.03) and less likely to be discharged home (p = 0.04) compared to African Americans. Non-Hispanics were more likely to be discharged to SNF (OR, 1.3; 95% CI, 1.1–1.5; p < 0.01) and less likely to be discharged home (p < 0.01) as compared to Hispanics. No significant difference in in-hospital mortality was seen between Hispanics and Non-Hispanics. Conclusion Race and ethnicity influence outcomes in frail geriatric trauma patients. These disparities exist regardless of age, gender, injury severity, and insurance status. Further studies are needed to highlight disparities by race and ethnicity and to identify potentially modifiable risk factors in the geriatric trauma population.
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Affiliation(s)
- Tanya Anand
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
| | - Muhammad Khurrum
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
| | - Mohamad Chehab
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
| | - Letitia Bible
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
| | - Samer Asmar
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
| | - Molly Douglas
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
| | - Michael Ditillo
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
| | - Lynn Gries
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
| | - Bellal Joseph
- Division of Trauma, Critical Care, Emergency Surgery, and Burns, Department of Surgery, College of Medicine, University of Arizona, 1501 N. Campbell Ave, Room 5411, P.O. Box 245063, Tucson, AZ 85724 USA
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Romanowski KS, Fuanga P, Siddiqui S, Lenchik L, Palmieri TL, Boutin RD. Computed Tomography Measurements of Sarcopenia Predict Length of Stay in Older Burn Patients. J Burn Care Res 2021; 42:3-8. [PMID: 32841333 DOI: 10.1093/jbcr/iraa149] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Sarcopenia and frailty are associated with aging. In older burn patients, frailty has been associated with mortality and discharge disposition, but sarcopenia has not been examined. This study aims to investigate the relationship between frailty and computed tomography (CT)-derived sarcopenia with length of stay and mortality in older burn patients. Burn patients ≥60 years old admitted between 2008 and 2017 who had chest or abdomen CT scans within 1 week of admission were evaluated. Frailty was assessed using the Canadian Study of Health and Aging Clinical Frailty Scale (CFS). Sarcopenia was assessed on CT exams by measuring skeletal muscle index (SMI) of paraspinal muscles at T12 and all skeletal muscles at L3. The relationship between frailty scores and SMI with length of stay (LOS) and mortality was determined using logistic regression. Eighty-three patients (59 men; mean age 70.2 ± 8.5 years) had chest (n = 50) or abdomen (n = 60) CT scans. Mean TBSA = 14.3 ± 14.0%, LOS = 25.8 ± 21.3 days, CFS = 4.36 ± 0.99. Sixteen patients (19.3%) died while in the hospital. CT-derived measurement of SMI at T12 was significantly associated with LOS (P < .05), but not with mortality (P = .561). CT-derived metrics at L3 were not significantly associated with outcomes. CFS was not associated with LOS (P = .836) or mortality (P = .554). In older burn patients, low SMI of the paraspinal muscles at T12 was associated with longer LOS.
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Affiliation(s)
- Kathleen S Romanowski
- Department of Surgery, Division of Burn Surgery, University of California, Davis, Sacramento
| | - Praman Fuanga
- Department of Diagnostic and Therapeutic Radiology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Ratchathewi, Bangko, Thailand
| | | | - Leon Lenchik
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Tina L Palmieri
- Department of Surgery, Division of Burn Surgery, University of California, Davis, Sacramento
| | - Robert D Boutin
- Department of Radiology, Stanford University School of Medicine, California
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State-of-the-art reviews predictive modeling in adult spinal deformity: applications of advanced analytics. Spine Deform 2021; 9:1223-1239. [PMID: 34003461 PMCID: PMC8363545 DOI: 10.1007/s43390-021-00360-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 04/20/2021] [Indexed: 10/25/2022]
Abstract
Adult spinal deformity (ASD) is a complex and heterogeneous disease that can severely impact patients' lives. While it is clear that surgical correction can achieve significant improvement of spinopelvic parameters and quality of life measures in adults with spinal deformity, there remains a high risk of complication associated with surgical approaches to adult deformity. Over the past decade, utilization of surgical correction for ASD has increased dramatically as deformity correction techniques have become more refined and widely adopted. Along with this increase in surgical utilization, there has been a massive undertaking by spine surgeons to develop more robust models to predict postoperative outcomes in an effort to mitigate the relatively high complication rates. A large part of this revolution within spine surgery has been the gradual adoption of predictive analytics harnessing artificial intelligence through the use of machine learning algorithms. The development of predictive models to accurately prognosticate patient outcomes following ASD surgery represents a dramatic improvement over prior statistical models which are better suited for finding associations between variables than for their predictive utility. Machine learning models, which offer the ability to make more accurate and reproducible predictions, provide surgeons with a wide array of practical applications from augmenting clinical decision making to more wide-spread public health implications. The inclusion of these advanced computational techniques in spine practices will be paramount for improving the care of patients, by empowering both patients and surgeons to more specifically tailor clinical decisions to address individual health profiles and needs.
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Pandit V, Nelson P, Kempe K, Gage K, Zeeshan M, Kim H, Khan M, Trinidad B, Zhou W, Tan TW. Racial and ethnic disparities in lower extremity amputation: Assessing the role of frailty in older adults. Surgery 2020; 168:1075-1078. [PMID: 32917429 DOI: 10.1016/j.surg.2020.07.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 07/03/2020] [Accepted: 07/06/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Frailty is a state of decreased physiologic reserve contributing to functional decline and is associated with adverse surgical outcomes, particularly in the elderly. Racial disparities have been reported previously both in frail individuals and in limb-salvage patients. Our goal was to assess whether race and ethnicity are disproportionately linked to frailty status in geriatric patients undergoing lower-limb amputation, leading to an increased risk of complications. METHODS A 3-year analysis was conducted of the National Surgical Quality Improvement Program database and included all geriatric (age ≥65 years) patients who underwent amputation of the lower limb. The frailty index was calculated using the 11-factor modified frailty index with a cutoff limit of 0.27 defined for frail status. Outcomes were 30-day complications, mortality, and readmissions. Multivariate regression analysis was performed. RESULTS A total of 4,218 geriatric patients underwent surgical amputation of a lower extremity (above knee: 41%; below knee: 59%). Of these patients, 29% were frail, 26% were African American, and 9% were Hispanic. Being African American (odds ratio: 1.6 [1.3-1.9]) and Hispanic (odds ratio: 1.1 [1.05-2.5]) was independently associated with frail status. Frail African Americans had a higher likelihood of 30-day complications (odds ratio: 3.2 [1.9-4.4]) and 30-day readmissions (odds ratio: 2.9 [1.8-3.6]) when compared with nonfrail individuals. Similarly, frail Hispanics had higher 30-day complications (odds ratio: 2.6 [1.9-3.1]) and 30-day readmissions (odds ratio: 1.4 [1.1-2.7]) compared with nonfrail Hispanics/Latinos. CONCLUSION African American and Hispanic geriatric patients undergoing lower-limb amputation are at increased risk for frailty status and, as a result, increased associated operative complications. These disparities exist regardless of age, sex, comorbid conditions, and location of amputation. Further studies are needed to highlight disparities by race and ethnicity to identify potentially modifiable risk factors, decrease frailty, and improve outcomes.
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Affiliation(s)
- Viraj Pandit
- Division of Vascular Surgery, Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK.
| | - Peter Nelson
- Division of Vascular Surgery, Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK
| | - Kelly Kempe
- Division of Vascular Surgery, Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK
| | - Karli Gage
- Division of Vascular Surgery, Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK
| | | | - Hyein Kim
- Division of Vascular Surgery, Department of Surgery, University of Oklahoma School of Community Medicine, Tulsa, OK
| | - Muhammad Khan
- Department of Surgery, Westchester Medical Center, New York, NY
| | - Bradley Trinidad
- Department of Vascular Surgery, University of Arizona, Tucson, AZ
| | - Wei Zhou
- Department of Vascular Surgery, University of Arizona, Tucson, AZ
| | - Tze-Woei Tan
- Department of Vascular Surgery, University of Arizona, Tucson, AZ
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Ronchi S, Cesari M, Racaniello E, De Rosa E, Accardi R. Prevalence of frailty in surgical older patients and its impact on assisted discharge. JOURNAL OF GERONTOLOGY AND GERIATRICS 2020. [DOI: 10.36150/2499-6564-393] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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A cost utility analysis of treating different adult spinal deformity frailty states. J Clin Neurosci 2020; 80:223-228. [PMID: 33099349 DOI: 10.1016/j.jocn.2020.07.047] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 07/06/2020] [Accepted: 07/19/2020] [Indexed: 11/22/2022]
Abstract
The aim of this study was to investigate the cost utility of treating non-frail versus frail or severely frail adult spinal deformity (ASD) patients. 79 surgical ASD patients >18 years with available frailty and ODI data at baseline and 2-years post-surgery (2Y) were included. Utility data was calculated using the ODI converted to the SF-6D. QALYs utilized a 3% discount rate to account for decline to life expectancy (LE). Costs were calculated using the PearlDiver database. ICER was compared between non-operative (non-op.) and operative (op.) NF and F/SF patients at 2Y and LE. When compared to non-operative ASD, the ICER was $447,943.96 vs. $313,211.01 for NF and F/SF at 2Y, and $68,311.35 vs. $47,764.61 for NF and F/SF at LE. Frail and severely frail patients had lower cost per QALY compared to not frail patients at 2Y and life expectancy, and had lower ICER values when compared to a non-operative cohort of ASD patients. While these results support operative correction of frail and severely frail patients, it is important to note that these patients are often at worse baseline disability, which is closely related to frailty scores, and have more opportunity to improve postoperatively. Furthermore, there may be a threshold of frailty that is not operable due to the risk of severe complications that is not captured by this analysis. While future research should investigate economic outcomes at extended follow up times, these findings support the cost effectiveness of ASD surgery at all frailty states.
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PRATALI RAPHAELR, ROMERIO CARLOSFWE, DAHER MURILOT, AMARAL RODRIGO, CARDOSO IGORM, JR CHARBELJACOB, MILLER EMILYK, SMITH JUSTINS, AMES CHRISTOPHERP, HERRERO CARLOSFERNANDOPS. ADAPTATION OF THE FRAILTY INDEX FOR BRAZILIAN PORTUGUESE IN ADULT SPINE DEFORMITY SURGERY. COLUNA/COLUMNA 2020. [DOI: 10.1590/s1808-185120201903233268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
ABSTRACT Objectives To adapt the adult spinal deformity frailty index (ASD-FI), which was presented as an instrument for stratification of risk of surgical complications, for application in the Brazilian population. Methods This is a consensus-building study, following the Delphi method, in which a team of six Brazilian spine surgery specialists worked alongside the International Spine Study Group (ISSG), the group responsible for preparing the original version of the ASD-FI, in order to adapt the index for the Brazilian population. The variables to be included in the new version, as well as the translation of the terminology into Portuguese, were evaluated and a consensus was considered to have been reached when all (100%) of the Brazilian experts were in agreement. Results A version of the ASD-FI was created, composed of 42 variables, with the inclusion of two new variables that were not included in the original version. The new version was then back translated into English and approved by the ISSG members, resulting in the adapted version of the ASD-FI for the Brazilian population. Conclusion This study presents an adapted version of the adult spinal deformity frailty index for the Brazilian population, for the purpose of risk stratification in the surgical treatment of these complex deformities. Level of evidence II; Study of adaptation of a valid score.
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Affiliation(s)
| | | | - MURILO T DAHER
- Centro de Reabilitação e Readaptação Dr. Henrique Santillo, Brazil
| | | | - IGOR M CARDOSO
- Hospital da Santa Casa de Misericórdia de Vitória, Brazil
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Sheffy N, Tellem R, Bentov I. Anesthetic Challenges in Treating the Older Adult Trauma Patient: an Update. CURRENT ANESTHESIOLOGY REPORTS 2020. [DOI: 10.1007/s40140-020-00378-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Screening and Diagnosing Frailty in the Cardiac and Noncardiac Surgical Patient to Improve Safety and Outcomes. Int Anesthesiol Clin 2020; 57:111-122. [PMID: 31577242 DOI: 10.1097/aia.0000000000000239] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Asemota AO, Gallia GL. Impact of frailty on short-term outcomes in patients undergoing transsphenoidal pituitary surgery. J Neurosurg 2020; 132:360-370. [PMID: 30797214 DOI: 10.3171/2018.8.jns181875] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 08/16/2018] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Frailty, a state of decreased physiological reserve, has been shown to significantly impact outcomes of surgery. The authors sought to examine the impact of frailty on the short-term outcomes of patients undergoing transsphenoidal pituitary surgery. METHODS Weighted data from the 2000-2014 National (Nationwide) Inpatient Sample were studied. Patients diagnosed with pituitary tumors or disorders who had undergone transsphenoidal pituitary surgery were identified. Frailty was determined using the Johns Hopkins Adjusted Clinical Groups (ACG) frailty-defining diagnoses indicator. Standard descriptive techniques and matched propensity score analyses were used to explore the odds ratios of postoperative complications, discharge dispositions, and costs. RESULTS A total of 115,317 cases were included in the analysis. Frailty was present in 1.48% of cases. The mean age of frail versus non-frail patients was 57.14 ± 16.96 years (mean ± standard deviation) versus 51.91 ± 15.88 years, respectively (p < 0.001). A greater proportion of frail compared to non-frail patients had an age ≥ 65 years (37.08% vs 24.08%, respectively, p < 0.001). Frail patients were more likely to be black or Hispanic (p < 0.001), possess Medicare or Medicaid insurance (p < 0.001), belong to lower-median-income groups (p < 0.001), and have greater comorbidity (p < 0.001). Results of propensity score-matched multivariate analysis revealed that frail patients were more likely to develop fluid and electrolyte disorders (OR 1.61, 95% CI 1.07-2.43, p = 0.02), intracranial vascular complications (OR 2.73, 95% CI 1.01-7.49, p = 0.04), mental status changes (OR 3.60, 95% CI 1.65-7.82, p < 0.001), and medical complications including pulmonary insufficiency (OR 2.01, 95% CI 1.13-4.05, p = 0.02) and acute kidney failure (OR 4.70, 95% CI 1.88-11.74, p = 0.01). The mortality rate was higher among frail patients (1.46% vs 0.37%, p < 0.001). Frail patients also demonstrated a greater likelihood for nonroutine discharges (p < 0.001), higher mean total charges ($109,614.33 [95% CI $92,756.09-$126,472.50] vs $56,370.35 [95% CI $55,595.72-$57,144.98], p < 0.001), and longer hospitalizations (9.27 days [95% CI 7.79-10.75] vs 4.46 days [95% CI 4.39-4.53], p < 0.001). CONCLUSIONS Frailty in patients undergoing transsphenoidal pituitary surgery is associated with worse postoperative outcomes and higher costs, indicating that state's potential role in routine preoperative risk stratification.
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Samlan RA, Black MA, Abidov M, Mohler J, Fain M. Frailty Syndrome, Cognition, and Dysphonia in the Elderly. J Voice 2020; 34:160.e15-160.e23. [DOI: 10.1016/j.jvoice.2018.06.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 05/30/2018] [Accepted: 06/05/2018] [Indexed: 01/18/2023]
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Goldstein DP, Sklar MC, Almeida JR, Gilbert R, Gullane P, Irish J, Brown D, Higgins K, Enepekides D, Xu W, Su J, Alibhai SM. Frailty as a predictor of outcomes in patients undergoing head and neck cancer surgery. Laryngoscope 2019; 130:E340-E345. [DOI: 10.1002/lary.28222] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 07/15/2019] [Accepted: 07/17/2019] [Indexed: 11/09/2022]
Affiliation(s)
- David P. Goldstein
- Department of Otolaryngology Head and Neck Surgery/Surgical OncologyPrincess Margaret Cancer Center, University of Toronto Toronto Ontario Canada
| | - Michael C. Sklar
- Interdepartmental Division of Critival Care MedicineUniversity of Toronto Toronto Ontario Canada
| | - John R. Almeida
- Department of Otolaryngology Head and Neck Surgery/Surgical OncologyPrincess Margaret Cancer Center, University of Toronto Toronto Ontario Canada
| | - Ralph Gilbert
- Department of Otolaryngology Head and Neck Surgery/Surgical OncologyPrincess Margaret Cancer Center, University of Toronto Toronto Ontario Canada
| | - Patrick Gullane
- Department of Otolaryngology Head and Neck Surgery/Surgical OncologyPrincess Margaret Cancer Center, University of Toronto Toronto Ontario Canada
| | - Jonathan Irish
- Department of Otolaryngology Head and Neck Surgery/Surgical OncologyPrincess Margaret Cancer Center, University of Toronto Toronto Ontario Canada
| | - Dale Brown
- Department of Otolaryngology Head and Neck Surgery/Surgical OncologyPrincess Margaret Cancer Center, University of Toronto Toronto Ontario Canada
| | - Kevin Higgins
- Department of Otolaryngology Head and Neck SurgerySunnybrook Health Science Center, University of Toronto Toronto Ontario Canada
| | - Danny Enepekides
- Department of Otolaryngology Head and Neck SurgerySunnybrook Health Science Center, University of Toronto Toronto Ontario Canada
| | - Wei Xu
- Department of BiostatisticsPrincess Margaret Cancer Center, University of Toronto Toronto Ontario Canada
| | - Jie Su
- Department of BiostatisticsPrincess Margaret Cancer Center, University of Toronto Toronto Ontario Canada
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Abstract
Understanding geriatric physiology is critical for successful perioperative management of older surgical patients. The frailty syndrome is evolving as an important, potentially modifiable process capturing a patient's biologic age and is more predictive of adverse perioperative outcomes than chronologic age. Use of frailty in risk stratification and perioperative decision-making allows providers to effectively diagnose, risk stratify, and treat patients in the perioperative setting. Further study is needed to develop a universal definition of frailty, to identify comprehensive yet feasible screening tools that allow for accurate detection of frailty in the perioperative setting, and to refine treatment programs for frail surgical patients.
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Stirling P, MacKenzie SP, Maempel JF, McCann C, Ray R, Clement ND, White TO, Keating JF. Patient-reported functional outcomes and health-related quality of life following fractures of the talus. Ann R Coll Surg Engl 2019; 101:399-404. [PMID: 31155885 DOI: 10.1308/rcsann.2019.0044] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
INTRODUCTION The primary aim of this study was to investigate patient-reported outcomes following talar fractures. Secondary aims were to investigate health-related quality of life and to determine whether it is influenced by functional outcome. MATERIALS AND METHODS This retrospective study identified 56 talar fractures over eight years. Patients were contacted by post and the Olerud and Molander score (OMS), Manchester-Oxford Foot and Ankle scores (MOXFQ) and Euroqol-5D-3L collected. RESULTS The mean age was 35.2 years (range 13-78 years). There were four cases (7.1%) of avascular necrosis and one (1.8%) non-union occurred. Data from patient-reported outcome measures were available for 42 patients (75.0%) with a median follow-up of 67.1 months (range 23.2-111.8 months). Mean OMS was 60.0 (standard deviation ± 29.51) and median MOXFQ was 30.33 (interquartile range 47.13). Median Euroqol-5D-3L index was 0.74 (interquartile range 0.213) and median Euroqol-5D-3L visual analogue score was 80 (interquartile range 21). Older age, open fractures, multiple injuries and subsequent avascular necrosis were associated with worse patient-reported outcomes (P < 0.05), with older age, avascular necrosis and open fractures found to be independent predictors of poor OMS, and avascular necrosis and open fractures independently predicting MOXFQ score on regression analysis (P < 0.05). Poor self-reported function, measured by OMS and MOXFQ, correlated with worse health-related quality of life as measured by the Euroqol-5D-3L index (OMS: r = 0.764, P < 0.001; MOXFQ: r = 0.824, P < 0.001) and visual analogue score (OMS: r = 0.450, P = 0.003; MOXFQ: r=0.559, P < 0.001). CONCLUSIONS Older age, avascular necrosis and open fractures predict poorer functional outcomes following talar fractures. Patients with worse limb-specific functional outcomes are more likely to have a worse perception of health-related quality of life.
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Affiliation(s)
- P Stirling
- Orthopaedic Trauma Service, Royal Infirmary of Edinburgh , Edinburgh, Scotland , UK
| | - S P MacKenzie
- Orthopaedic Trauma Service, Royal Infirmary of Edinburgh , Edinburgh, Scotland , UK
| | - J F Maempel
- Orthopaedic Trauma Service, Royal Infirmary of Edinburgh , Edinburgh, Scotland , UK
| | - C McCann
- Orthopaedic Trauma Service, Royal Infirmary of Edinburgh , Edinburgh, Scotland , UK
| | - R Ray
- Orthopaedic Trauma Service, Royal Infirmary of Edinburgh , Edinburgh, Scotland , UK
| | - N D Clement
- Orthopaedic Trauma Service, Royal Infirmary of Edinburgh , Edinburgh, Scotland , UK
| | - T O White
- Orthopaedic Trauma Service, Royal Infirmary of Edinburgh , Edinburgh, Scotland , UK
| | - J F Keating
- Orthopaedic Trauma Service, Royal Infirmary of Edinburgh , Edinburgh, Scotland , UK
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Naresh-Babu J, Viswanadha AK, Ito M, Park JB. What Should an Ideal Adult Spinal Deformity Classification System Consist of?: Review of the Factors Affecting Outcomes of Adult Spinal Deformity Management. Asian Spine J 2019; 13:694-703. [PMID: 30962414 PMCID: PMC6680036 DOI: 10.31616/asj.2018.0309] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 03/10/2019] [Indexed: 11/29/2022] Open
Abstract
This literature review aims to determine potential clinical factors or comorbidities besides radiological parameters that affect the outcome of adult spinal deformity (ASD) management and review existing classifications associated with ASD. ASD is a multifactorial disease that comprises pathologies like radiological spine deformity, coexistence of spinal canal stenosis, radiculopathy, and multiple comorbidities. The available classification systems of ASD are predominantly based on radiological parameters and do not consider related clinical conditions. ASD patients with different combinations of these parameters behave differently and need different management strategies. We conducted a narrative literature review with search limited to English language of PubMed/MEDLINE using Medical Subject Heading (MeSH) terms. The terms specific to the review were ASD and several other related terminologies. We analyzed the information of the selected papers including factors affecting surgical outcomes for degenerative scoliosis. We reviewed 614 citations. Based on the inclusion criteria, 39 citations were selected for full-text retrieval; of these, 28 were excluded because of not fulfilling the inclusion criteria. Thus, 11 studies were selected and included for the final analysis. The presence of leg pain, spinal stenosis, obesity, osteoporosis, smoking, and age of patients were major influencing factors. Furthermore, the factors included in the available classifications, such as the Scoliosis Research Society–Schwab classifications, were reviewed and results were tabulated. This review highlights the significance of neurological symptoms, spinal stenosis, osteoporosis, obesity, age, and smoking, which markedly affect the management of ASD. With increasing number of patients being diagnosed and treated with ASD, there has been a growing need to comprehensively classify these patients into clinicoradiological subgroups.
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Affiliation(s)
- J Naresh-Babu
- Department of Spine Surgery, Mallika Spine Centre, Guntur, India
| | | | - Manabu Ito
- Department of Spine and Spinal Cord Disorders, National Hospital Organization, Hokkaido Medical Center, Sapporo, Japan
| | - Jong-Beom Park
- Department of Orthopaedic Surgery, Uijeongbu St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Uijeongbu, Korea
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Enhanced Recovery Program for Colorectal Surgery: a Focus on Elderly Patients Over 75 Years Old. J Gastrointest Surg 2019; 23:587-594. [PMID: 30187323 DOI: 10.1007/s11605-018-3943-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 08/20/2018] [Indexed: 01/31/2023]
Abstract
BACKGROUND An enhanced recovery after surgery (ERAS) protocol can effectively improve perioperative outcomes in surgical patients by reducing complication rates and hospital stay. However, its application in elderly patients has yielded contradictory results. The aim of this study was to evaluate surgical outcomes in a cohort of elderly patients undergoing colorectal resection in our unit before and after the introduction of ERAS. METHODS From 328 patients undergoing colorectal surgery in our unit over a 2-year period (2015-2016), 114 patients ≥ 75 years of age were selected. The patients were categorized according to perioperative treatment as pre-ERAS and ERAS patients (respectively, 53 vs 61 patients), and the groups were compared for statistical purposes. Outcome measures included length of hospital stay, recovery of bowel functions, oral feeding, postoperative complications, and readmissions. Compliance with the ERAS protocol was also measured. RESULTS Groups were homogeneous for all the clinical-surgical variables, with the sole exception of the Charlson index, which was more severe in the ERAS group (p = 0.012). Compared with control patients, ERAS patients reported improved functional recovery (time to first flatus, stool, and oral feeding; p < 0.001). Hospital stay was reduced in ERAS patients overall and by side of resection, excluding rectal procedures. No differences were observed regarding postoperative complications. Of note, an optimal adherence to the protocol was reported, with 79% of items respected. CONCLUSIONS ERAS can be considered safe in elderly patients undergoing colorectal surgery with a high comorbidity index, providing a reduction in hospital stay and improving short-term postoperative outcomes. Finally, the protocol application was feasible, with a high adherence to the items in this subset of patients.
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Sucher JF, Mangram AJ, Dzandu JK. Utilization of Geriatric Consultation and Team-Based Care. Clin Geriatr Med 2019; 35:27-33. [DOI: 10.1016/j.cger.2018.08.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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